All the base classifiers:
J48 pruned tree
------------------
was <= 8
| it <= 6
| | BookID <= 2: Milton (56.0)
| | BookID > 2: Shakespeare (5.0)
| it > 6
| | has <= 3
| | | who <= 5: Shakespeare (146.0)
| | | who > 5
| | | | were <= 3: Milton (3.0)
| | | | were > 3: Shakespeare (5.0)
| | has > 3: Austen (4.0/1.0)
was > 8
| be <= 10
| | not <= 22
| | | which <= 6: London (247.0/2.0)
| | | which > 6
| | | | BookID <= 6: London (21.0)
| | | | BookID > 6: Austen (5.0)
| | not > 22
| | | than <= 6: Austen (9.0)
| | | than > 6: Shakespeare (2.0)
| be > 10
| | our <= 7
| | | to <= 35
| | | | one <= 5: Shakespeare (7.0)
| | | | one > 5
| | | | | every <= 2: London (7.0)
| | | | | every > 2: Austen (4.0)
| | | to > 35
| | | | her <= 6
| | | | | all <= 10: Austen (5.0/1.0)
| | | | | all > 10: London (4.0)
| | | | her > 6
| | | | | an <= 10: Austen (293.0)
| | | | | an > 10
| | | | | | at <= 8: Austen (6.0)
| | | | | | at > 8: London (2.0)
| | our > 7
| | | its <= 1: Shakespeare (5.0)
| | | its > 1: London (5.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 8
| has <= 3
| | it <= 5
| | | BookID <= 3: Milton (42.0)
| | | BookID > 3: Shakespeare (4.0)
| | it > 5
| | | with <= 23: Shakespeare (144.0)
| | | with > 23
| | | | have <= 7: Milton (2.0)
| | | | have > 7: Shakespeare (3.0)
| has > 3
| | also <= 0: Austen (8.0/1.0)
| | also > 0: London (2.0)
was > 8
| be <= 9
| | BookID <= 6
| | | such <= 5: London (259.0/1.0)
| | | such > 5
| | | | are <= 1: London (3.0)
| | | | are > 1: Austen (6.0)
| | BookID > 6
| | | BookID <= 8: Austen (6.0)
| | | BookID > 8: Shakespeare (6.0)
| be > 9
| | an <= 11
| | | at <= 5
| | | | such <= 4
| | | | | and <= 53: Shakespeare (6.0)
| | | | | and > 53: London (6.0)
| | | | such > 4: Austen (5.0)
| | | at > 5
| | | | to <= 35
| | | | | some <= 4: London (9.0)
| | | | | some > 4: Austen (2.0/1.0)
| | | | to > 35
| | | | | her <= 4
| | | | | | their <= 3: Austen (7.0/1.0)
| | | | | | their > 3: London (2.0)
| | | | | her > 4: Austen (309.0)
| | an > 11: London (10.0/1.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 8
| your <= 1: Milton (47.0)
| your > 1
| | with <= 29
| | | or <= 12
| | | | has <= 3: Shakespeare (147.0)
| | | | has > 3
| | | | | any <= 2: Shakespeare (2.0)
| | | | | any > 2: Austen (2.0)
| | | or > 12
| | | | been <= 0: Milton (4.0)
| | | | been > 0: Shakespeare (2.0)
| | with > 29: Milton (5.0)
was > 8
| be <= 8: London (234.0/2.0)
| be > 8
| | BookID <= 7
| | | her <= 4
| | | | the <= 75: Shakespeare (7.0/1.0)
| | | | the > 75: London (38.0)
| | | her > 4
| | | | not <= 5: London (14.0/1.0)
| | | | not > 5
| | | | | and <= 72
| | | | | | an <= 10
| | | | | | | to <= 39
| | | | | | | | even <= 0: London (2.0)
| | | | | | | | even > 0: Austen (11.0)
| | | | | | | to > 39: Austen (298.0)
| | | | | | an > 10
| | | | | | | more <= 1: London (2.0)
| | | | | | | more > 1: Austen (7.0)
| | | | | and > 72
| | | | | | has <= 0: Austen (4.0)
| | | | | | has > 0: London (5.0)
| | BookID > 7: Shakespeare (10.0)
Number of Leaves : 19
Size of the tree : 37
J48 pruned tree
------------------
was <= 9
| your <= 2
| | it <= 10: Milton (52.0)
| | it > 10
| | | but <= 11: London (4.0)
| | | but > 11: Shakespeare (2.0)
| your > 2
| | has <= 4
| | | from <= 13
| | | | into <= 4: Shakespeare (164.0/1.0)
| | | | into > 4
| | | | | has <= 0: Shakespeare (5.0)
| | | | | has > 0: Austen (2.0)
| | | from > 13: Milton (6.0/1.0)
| | has > 4: Austen (8.0)
was > 9
| be <= 9
| | BookID <= 6
| | | or <= 11
| | | | such <= 4: London (253.0/1.0)
| | | | such > 4
| | | | | up <= 1: Austen (3.0)
| | | | | up > 1: London (6.0)
| | | or > 11
| | | | a <= 24: Milton (3.0)
| | | | a > 24: London (4.0)
| | BookID > 6
| | | BookID <= 8: Austen (11.0)
| | | BookID > 8: Shakespeare (2.0)
| be > 9
| | not <= 7: London (19.0)
| | not > 7
| | | to <= 36
| | | | such <= 4
| | | | | should <= 2: London (7.0)
| | | | | should > 2: Shakespeare (7.0)
| | | | such > 4: Austen (4.0)
| | | to > 36
| | | | her <= 7
| | | | | at <= 7: London (3.0)
| | | | | at > 7: Austen (4.0/1.0)
| | | | her > 7: Austen (272.0)
Number of Leaves : 22
Size of the tree : 43
J48 pruned tree
------------------
was <= 8
| it <= 6
| | BookID <= 2: Milton (63.0)
| | BookID > 2: Shakespeare (6.0)
| it > 6
| | has <= 3
| | | had <= 8
| | | | from <= 10: Shakespeare (144.0)
| | | | from > 10
| | | | | can <= 3: Shakespeare (5.0)
| | | | | can > 3: Milton (3.0)
| | | had > 8: Austen (4.0/1.0)
| | has > 3: Austen (9.0/1.0)
was > 8
| be <= 9
| | BookID <= 6
| | | may <= 3
| | | | such <= 4: London (250.0/1.0)
| | | | such > 4
| | | | | up <= 1: Austen (2.0)
| | | | | up > 1: London (10.0)
| | | may > 3
| | | | for <= 10: Shakespeare (3.0)
| | | | for > 10: London (4.0)
| | BookID > 6
| | | can <= 0: Austen (6.0)
| | | can > 0: Shakespeare (6.0)
| be > 9
| | her <= 4
| | | the <= 74: Shakespeare (11.0/1.0)
| | | the > 74: London (18.0)
| | her > 4
| | | to <= 35
| | | | should <= 1: London (7.0)
| | | | should > 1
| | | | | even <= 0: Austen (3.0)
| | | | | even > 0: Shakespeare (4.0)
| | | to > 35
| | | | up <= 5: Austen (273.0)
| | | | up > 5
| | | | | into <= 1: London (2.0)
| | | | | into > 1: Austen (8.0)
Number of Leaves : 22
Size of the tree : 43
J48 pruned tree
------------------
was <= 8
| your <= 2: Milton (31.0/1.0)
| your > 2
| | has <= 4
| | | my <= 7
| | | | any <= 1: Milton (5.0)
| | | | any > 1: Shakespeare (4.0/1.0)
| | | my > 7: Shakespeare (168.0/1.0)
| | has > 4: Austen (8.0)
was > 8
| be <= 9
| | BookID <= 6
| | | her <= 34: London (271.0)
| | | her > 34
| | | | BookID <= 3: Austen (4.0)
| | | | BookID > 3: London (5.0)
| | BookID > 6
| | | BookID <= 8: Austen (6.0)
| | | BookID > 8: Shakespeare (5.0)
| be > 9
| | BookID <= 7
| | | not <= 9
| | | | BookID <= 5: London (20.0)
| | | | BookID > 5: Austen (4.0)
| | | not > 9
| | | | her <= 5
| | | | | any <= 0: Milton (2.0/1.0)
| | | | | any > 0: London (6.0/1.0)
| | | | her > 5
| | | | | to <= 35
| | | | | | by <= 6: London (3.0)
| | | | | | by > 6: Austen (6.0)
| | | | | to > 35: Austen (284.0)
| | BookID > 7: Shakespeare (9.0)
Number of Leaves : 18
Size of the tree : 35
J48 pruned tree
------------------
was <= 10
| has <= 3
| | it <= 6
| | | an <= 2: Milton (77.0)
| | | an > 2: Shakespeare (9.0)
| | it > 6
| | | its <= 0: Shakespeare (160.0/1.0)
| | | its > 0
| | | | now <= 5: Austen (4.0/1.0)
| | | | now > 5: London (3.0)
| has > 3
| | down <= 0: Austen (11.0)
| | down > 0: London (2.0)
was > 10
| be <= 9
| | BookID <= 6
| | | such <= 5: London (247.0)
| | | such > 5
| | | | may <= 0: London (2.0)
| | | | may > 0: Austen (6.0)
| | BookID > 6: Austen (7.0)
| be > 9
| | to <= 39
| | | should <= 1: London (18.0)
| | | should > 1
| | | | only <= 2: Shakespeare (7.0/1.0)
| | | | only > 2: Austen (11.0)
| | to > 39
| | | her <= 4
| | | | also <= 0
| | | | | been <= 7: London (3.0)
| | | | | been > 7: Austen (4.0)
| | | | also > 0: Milton (2.0)
| | | her > 4: Austen (268.0)
Number of Leaves : 18
Size of the tree : 35
J48 pruned tree
------------------
was <= 8
| your <= 1: Milton (43.0)
| your > 1
| | only <= 4
| | | a <= 10: Milton (5.0)
| | | a > 10
| | | | or <= 14
| | | | | then <= 0
| | | | | | all <= 8: Austen (2.0)
| | | | | | all > 8: Shakespeare (3.0)
| | | | | then > 0: Shakespeare (164.0/1.0)
| | | | or > 14
| | | | | any <= 0: Milton (3.0)
| | | | | any > 0: Shakespeare (2.0)
| | only > 4: Austen (7.0/1.0)
was > 8
| be <= 9
| | to <= 23
| | | its <= 0: Milton (3.0/1.0)
| | | its > 0: London (4.0)
| | to > 23
| | | which <= 5: London (219.0/1.0)
| | | which > 5
| | | | down <= 1: Austen (12.0/1.0)
| | | | down > 1: London (29.0)
| be > 9
| | her <= 11
| | | the <= 63
| | | | also <= 0
| | | | | has <= 3: Shakespeare (15.0)
| | | | | has > 3: Austen (2.0)
| | | | also > 0: Milton (3.0)
| | | the > 63
| | | | the <= 78: Austen (14.0/1.0)
| | | | the > 78: London (23.0/1.0)
| | her > 11
| | | not <= 9
| | | | BookID <= 5: London (6.0)
| | | | BookID > 5: Austen (4.0)
| | | not > 9
| | | | the <= 88: Austen (271.0)
| | | | the > 88
| | | | | then <= 1: Austen (5.0)
| | | | | then > 1: London (2.0)
Number of Leaves : 23
Size of the tree : 45
J48 pruned tree
------------------
was <= 8
| your <= 1: Milton (47.0)
| your > 1
| | my <= 7
| | | any <= 2: Milton (5.0)
| | | any > 2: Austen (2.0/1.0)
| | my > 7
| | | had <= 6: Shakespeare (156.0/1.0)
| | | had > 6
| | | | at <= 7: Shakespeare (5.0/1.0)
| | | | at > 7: Austen (2.0)
was > 8
| be <= 9
| | BookID <= 6
| | | not <= 19: London (253.0)
| | | not > 19
| | | | now <= 2: London (6.0)
| | | | now > 2: Austen (3.0/1.0)
| | BookID > 6
| | | BookID <= 8: Austen (11.0)
| | | BookID > 8: Shakespeare (3.0)
| be > 9
| | not <= 9
| | | BookID <= 5: London (17.0)
| | | BookID > 5: Austen (2.0)
| | not > 9
| | | the <= 101
| | | | to <= 36
| | | | | only <= 2: Shakespeare (8.0)
| | | | | only > 2: Austen (6.0/1.0)
| | | | to > 36: Austen (305.0)
| | | the > 101
| | | | any <= 2: London (8.0)
| | | | any > 2: Austen (2.0)
Number of Leaves : 18
Size of the tree : 35
J48 pruned tree
------------------
was <= 9
| it <= 5: Milton (48.0/1.0)
| it > 5
| | been <= 4
| | | its <= 0
| | | | or <= 13: Shakespeare (169.0/1.0)
| | | | or > 13
| | | | | will <= 8: Milton (4.0)
| | | | | will > 8: Shakespeare (2.0)
| | | its > 0
| | | | had <= 5
| | | | | do <= 7: London (2.0)
| | | | | do > 7: Austen (3.0)
| | | | had > 5: Shakespeare (2.0)
| | been > 4: Austen (6.0)
was > 9
| be <= 10
| | BookID <= 6
| | | the <= 61
| | | | every <= 1
| | | | | an <= 9: Milton (2.0/1.0)
| | | | | an > 9: London (2.0)
| | | | every > 1: Austen (4.0)
| | | the > 61
| | | | than <= 5: London (271.0/1.0)
| | | | than > 5
| | | | | now <= 3: London (10.0)
| | | | | now > 3: Austen (2.0)
| | BookID > 6: Austen (8.0)
| be > 10
| | her <= 3
| | | BookID <= 4: London (12.0)
| | | BookID > 4: Shakespeare (5.0)
| | her > 3
| | | not <= 9
| | | | BookID <= 5: London (7.0)
| | | | BookID > 5: Austen (2.0)
| | | not > 9
| | | | to <= 35
| | | | | a <= 24: Shakespeare (3.0)
| | | | | a > 24: London (4.0/1.0)
| | | | to > 35: Austen (273.0)
Number of Leaves : 22
Size of the tree : 43
J48 pruned tree
------------------
was <= 8
| is <= 9
| | are <= 6: Milton (56.0)
| | are > 6: Shakespeare (2.0)
| is > 9
| | or <= 14
| | | has <= 4: Shakespeare (154.0)
| | | has > 4: Austen (4.0/1.0)
| | or > 14: Milton (6.0)
was > 8
| be <= 9
| | which <= 10
| | | not <= 20: London (266.0/1.0)
| | | not > 20
| | | | any <= 2: London (4.0/1.0)
| | | | any > 2: Shakespeare (3.0)
| | which > 10
| | | has <= 0: London (2.0/1.0)
| | | has > 0: Austen (5.0)
| be > 9
| | BookID <= 7
| | | an <= 15
| | | | her <= 3
| | | | | may <= 2
| | | | | | BookID <= 2: London (8.0)
| | | | | | BookID > 2: Shakespeare (2.0)
| | | | | may > 2: Milton (3.0)
| | | | her > 3
| | | | | to <= 35
| | | | | | every <= 2: London (9.0)
| | | | | | every > 2: Austen (2.0/1.0)
| | | | | to > 35: Austen (293.0/1.0)
| | | an > 15: London (10.0)
| | BookID > 7: Shakespeare (12.0)
Number of Leaves : 18
Size of the tree : 35
J48 pruned tree
------------------
was <= 10
| it <= 6
| | BookID <= 2: Milton (52.0)
| | BookID > 2: Shakespeare (9.0)
| it > 6
| | has <= 4
| | | its <= 0
| | | | with <= 26: Shakespeare (155.0)
| | | | with > 26
| | | | | a <= 17: Milton (2.0)
| | | | | a > 17: Shakespeare (2.0)
| | | its > 0
| | | | so <= 9: Shakespeare (6.0/1.0)
| | | | so > 9: Austen (2.0)
| | has > 4: Austen (8.0)
was > 10
| be <= 10
| | BookID <= 6
| | | the <= 61: Austen (7.0)
| | | the > 61
| | | | or <= 10
| | | | | her <= 38: London (252.0)
| | | | | her > 38
| | | | | | BookID <= 3: Austen (3.0)
| | | | | | BookID > 3: London (6.0)
| | | | or > 10
| | | | | more <= 2: Milton (3.0)
| | | | | more > 2: London (4.0)
| | BookID > 6: Austen (10.0)
| be > 10
| | her <= 3: London (15.0)
| | her > 3
| | | not <= 9
| | | | BookID <= 5: London (9.0)
| | | | BookID > 5: Austen (5.0)
| | | not > 9: Austen (291.0/1.0)
Number of Leaves : 19
Size of the tree : 37
J48 pruned tree
------------------
was <= 8
| has <= 4
| | is <= 9
| | | from <= 7: Shakespeare (5.0)
| | | from > 7: Milton (45.0)
| | is > 9: Shakespeare (179.0/2.0)
| has > 4
| | also <= 0: Austen (4.0)
| | also > 0: London (3.0)
was > 8
| be <= 9
| | BookID <= 6
| | | such <= 5
| | | | with <= 22: London (228.0)
| | | | with > 22
| | | | | any <= 0: Milton (2.0)
| | | | | any > 0: London (4.0)
| | | such > 5
| | | | its <= 0: London (3.0)
| | | | its > 0: Austen (5.0)
| | BookID > 6
| | | things <= 0: Austen (9.0)
| | | things > 0: Shakespeare (2.0)
| be > 9
| | BookID <= 7
| | | her <= 3
| | | | BookID <= 4: London (17.0/1.0)
| | | | BookID > 4: Shakespeare (2.0)
| | | her > 3
| | | | not <= 7
| | | | | BookID <= 5: London (12.0)
| | | | | BookID > 5: Austen (2.0)
| | | | not > 7
| | | | | to <= 36
| | | | | | should <= 1: London (5.0)
| | | | | | should > 1: Austen (5.0)
| | | | | to > 36: Austen (299.0/1.0)
| | BookID > 7: Shakespeare (10.0)
Number of Leaves : 20
Size of the tree : 39
J48 pruned tree
------------------
was <= 8
| it <= 5: Milton (56.0/1.0)
| it > 5
| | has <= 5
| | | do <= 1
| | | | do <= 0: Shakespeare (3.0)
| | | | do > 0: Milton (4.0)
| | | do > 1
| | | | its <= 0: Shakespeare (164.0)
| | | | its > 0
| | | | | in <= 22: Shakespeare (3.0)
| | | | | in > 22: Austen (2.0)
| | has > 5: Austen (7.0)
was > 8
| be <= 9
| | not <= 20
| | | up <= 0
| | | | an <= 3: London (8.0)
| | | | an > 3: Austen (3.0)
| | | up > 0: London (236.0/2.0)
| | not > 20
| | | things <= 0
| | | | at <= 8: Shakespeare (3.0)
| | | | at > 8: Austen (4.0)
| | | things > 0: London (2.0)
| be > 9
| | not <= 9
| | | such <= 6: London (21.0)
| | | such > 6: Austen (2.0)
| | not > 9
| | | her <= 3
| | | | BookID <= 4: London (4.0)
| | | | BookID > 4: Shakespeare (6.0)
| | | her > 3
| | | | BookID <= 7
| | | | | to <= 36
| | | | | | only <= 2: London (3.0/1.0)
| | | | | | only > 2: Austen (7.0)
| | | | | to > 36: Austen (295.0)
| | | | BookID > 7: Shakespeare (8.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 10
| been <= 6
| | it <= 6
| | | BookID <= 2: Milton (45.0)
| | | BookID > 2: Shakespeare (4.0)
| | it > 6
| | | my <= 7: London (5.0/1.0)
| | | my > 7
| | | | its <= 0: Shakespeare (159.0/1.0)
| | | | its > 0
| | | | | all <= 10: Austen (2.0)
| | | | | all > 10: Shakespeare (3.0)
| been > 6: Austen (10.0)
was > 10
| be <= 9
| | up <= 0
| | | BookID <= 5: London (13.0)
| | | BookID > 5: Austen (7.0)
| | up > 0: London (244.0/1.0)
| be > 9
| | her <= 3
| | | BookID <= 4: London (17.0/1.0)
| | | BookID > 4: Shakespeare (3.0)
| | her > 3
| | | not <= 9
| | | | BookID <= 5: London (17.0)
| | | | BookID > 5: Austen (4.0)
| | | not > 9
| | | | to <= 35
| | | | | BookID <= 3: Austen (3.0)
| | | | | BookID > 3: London (7.0/2.0)
| | | | to > 35: Austen (298.0)
Number of Leaves : 17
Size of the tree : 33
J48 pruned tree
------------------
was <= 8
| your <= 2
| | it <= 10: Milton (51.0)
| | it > 10: Shakespeare (3.0)
| your > 2
| | only <= 3
| | | with <= 29
| | | | a <= 11: Milton (4.0)
| | | | a > 11: Shakespeare (147.0/1.0)
| | | with > 29: Milton (4.0)
| | only > 3
| | | this <= 9: Austen (7.0)
| | | this > 9: Shakespeare (3.0/1.0)
was > 8
| be <= 9
| | BookID <= 6
| | | not <= 20: London (269.0/1.0)
| | | not > 20
| | | | be <= 7: Shakespeare (2.0)
| | | | be > 7
| | | | | a <= 23: London (3.0)
| | | | | a > 23: Austen (2.0)
| | BookID > 6: Austen (10.0/1.0)
| be > 9
| | her <= 5
| | | from <= 3
| | | | a <= 42: Austen (2.0)
| | | | a > 42: Shakespeare (2.0)
| | | from > 3
| | | | from <= 12: London (15.0)
| | | | from > 12: Milton (3.0)
| | her > 5
| | | not <= 7
| | | | one <= 2: Austen (2.0)
| | | | one > 2: London (6.0)
| | | not > 7
| | | | to <= 35
| | | | | every <= 2: London (6.0/1.0)
| | | | | every > 2: Austen (3.0)
| | | | to > 35: Austen (297.0/1.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 8
| is <= 9
| | an <= 2: Milton (48.0)
| | an > 2: Shakespeare (4.0)
| is > 9
| | has <= 4
| | | who <= 7: Shakespeare (155.0/1.0)
| | | who > 7: Milton (4.0/1.0)
| | has > 4: Austen (5.0/1.0)
was > 8
| be <= 9
| | BookID <= 6
| | | which <= 9: London (271.0/1.0)
| | | which > 9
| | | | are <= 1: London (6.0)
| | | | are > 1: Austen (5.0)
| | BookID > 6: Austen (13.0/1.0)
| be > 9
| | BookID <= 7
| | | not <= 9
| | | | then <= 2: Austen (2.0)
| | | | then > 2: London (13.0)
| | | not > 9
| | | | her <= 5
| | | | | do <= 5: London (5.0/1.0)
| | | | | do > 5
| | | | | | a <= 30: Shakespeare (2.0)
| | | | | | a > 30: Austen (2.0)
| | | | her > 5
| | | | | to <= 36
| | | | | | should <= 1: London (5.0)
| | | | | | should > 1: Austen (3.0)
| | | | | to > 36: Austen (289.0)
| | BookID > 7: Shakespeare (9.0)
Number of Leaves : 18
Size of the tree : 35
J48 pruned tree
------------------
was <= 8
| it <= 6
| | BookID <= 2: Milton (54.0)
| | BookID > 2: Shakespeare (4.0)
| it > 6
| | has <= 3
| | | only <= 2: Shakespeare (153.0)
| | | only > 2
| | | | as <= 12: Shakespeare (6.0)
| | | | as > 12: Milton (2.0)
| | has > 3
| | | an <= 3: Shakespeare (3.0)
| | | an > 3: Austen (3.0)
was > 8
| the <= 74
| | BookID <= 7
| | | an <= 13
| | | | to <= 36
| | | | | would <= 4: London (3.0)
| | | | | would > 4
| | | | | | only <= 2: Shakespeare (6.0)
| | | | | | only > 2: Austen (2.0)
| | | | to > 36
| | | | | be <= 8
| | | | | | do <= 2: Austen (6.0)
| | | | | | do > 2: London (3.0)
| | | | | be > 8: Austen (253.0)
| | | an > 13: London (7.0)
| | BookID > 7: Shakespeare (8.0)
| the > 74
| | her <= 17
| | | such <= 3: London (215.0)
| | | such > 3
| | | | than <= 4
| | | | | then <= 0: Austen (2.0)
| | | | | then > 0: London (26.0)
| | | | than > 4: Austen (2.0)
| | her > 17
| | | be <= 8
| | | | any <= 5: London (36.0)
| | | | any > 5: Austen (2.0)
| | | be > 8
| | | | things <= 1: Austen (42.0)
| | | | things > 1: Milton (3.0/1.0)
Number of Leaves : 23
Size of the tree : 45
J48 pruned tree
------------------
was <= 8
| your <= 1: Milton (44.0)
| your > 1
| | has <= 3
| | | from <= 15
| | | | at <= 11: Shakespeare (156.0/1.0)
| | | | at > 11
| | | | | as <= 13: Shakespeare (2.0)
| | | | | as > 13: Milton (3.0/1.0)
| | | from > 15: Milton (5.0)
| | has > 3
| | | also <= 0: Austen (6.0/1.0)
| | | also > 0: London (2.0)
was > 8
| be <= 9
| | BookID <= 6
| | | such <= 4: London (260.0)
| | | such > 4
| | | | up <= 1: Austen (5.0)
| | | | up > 1: London (11.0)
| | BookID > 6
| | | your <= 1: Austen (6.0)
| | | your > 1: Shakespeare (2.0)
| be > 9
| | BookID <= 7
| | | her <= 4
| | | | the <= 75: Shakespeare (6.0/1.0)
| | | | the > 75: London (24.0)
| | | her > 4
| | | | not <= 7: London (8.0/1.0)
| | | | not > 7
| | | | | to <= 35
| | | | | | its <= 1: London (6.0)
| | | | | | its > 1: Austen (2.0)
| | | | | to > 35: Austen (280.0)
| | BookID > 7: Shakespeare (13.0)
Number of Leaves : 19
Size of the tree : 37
J48 pruned tree
------------------
was <= 8
| it <= 5: Milton (36.0)
| it > 5
| | your <= 1: Milton (8.0/1.0)
| | your > 1
| | | had <= 8: Shakespeare (174.0/2.0)
| | | had > 8
| | | | are <= 7: Shakespeare (2.0)
| | | | are > 7: Austen (3.0)
was > 8
| be <= 9
| | BookID <= 6
| | | the <= 62
| | | | who <= 1: Austen (5.0)
| | | | who > 1: London (2.0/1.0)
| | | the > 62
| | | | their <= 14: London (260.0/1.0)
| | | | their > 14
| | | | | all <= 5: London (4.0)
| | | | | all > 5: Milton (3.0)
| | BookID > 6: Austen (9.0/1.0)
| be > 9
| | BookID <= 7
| | | not <= 7: London (16.0)
| | | not > 7
| | | | her <= 3
| | | | | her <= 0: London (9.0)
| | | | | her > 0: Milton (2.0/1.0)
| | | | her > 3
| | | | | to <= 36
| | | | | | should <= 1: London (4.0)
| | | | | | should > 1: Austen (4.0)
| | | | | to > 36: Austen (291.0)
| | BookID > 7: Shakespeare (9.0)
Number of Leaves : 18
Size of the tree : 35
J48 pruned tree
------------------
was <= 8
| has <= 4
| | it <= 5
| | | BookID <= 2: Milton (45.0)
| | | BookID > 2: Shakespeare (2.0)
| | it > 5
| | | or <= 13
| | | | its <= 0
| | | | | with <= 25: Shakespeare (165.0)
| | | | | with > 25
| | | | | | at <= 5: Shakespeare (3.0)
| | | | | | at > 5: Milton (2.0)
| | | | its > 0
| | | | | and <= 46: Shakespeare (3.0)
| | | | | and > 46: Austen (2.0)
| | | or > 13: Milton (7.0/1.0)
| has > 4: Austen (7.0)
was > 8
| be <= 10
| | such <= 4
| | | not <= 21: London (257.0/4.0)
| | | not > 21
| | | | not <= 26
| | | | | a <= 31: London (2.0)
| | | | | a > 31: Austen (3.0)
| | | | not > 26: Shakespeare (2.0)
| | such > 4
| | | also <= 0: Austen (12.0)
| | | also > 0: London (3.0)
| be > 10
| | BookID <= 7
| | | not <= 6: London (9.0)
| | | not > 6
| | | | to <= 35
| | | | | do <= 7: London (4.0)
| | | | | do > 7: Shakespeare (6.0/1.0)
| | | | to > 35
| | | | | her <= 8
| | | | | | the <= 78: Austen (6.0)
| | | | | | the > 78: London (2.0)
| | | | | her > 8: Austen (288.0)
| | BookID > 7: Shakespeare (11.0)
Number of Leaves : 22
Size of the tree : 43
J48 pruned tree
------------------
was <= 8
| or <= 13
| | it <= 3: Milton (9.0)
| | it > 3
| | | has <= 4
| | | | are <= 1
| | | | | a <= 22: Milton (3.0)
| | | | | a > 22: Shakespeare (3.0)
| | | | are > 1
| | | | | only <= 3: Shakespeare (170.0)
| | | | | only > 3
| | | | | | been <= 3: Shakespeare (3.0)
| | | | | | been > 3: Austen (2.0)
| | | has > 4
| | | | all <= 11: Austen (3.0)
| | | | all > 11: London (2.0)
| or > 13: Milton (35.0/1.0)
was > 8
| be <= 9
| | BookID <= 6
| | | such <= 4: London (244.0/1.0)
| | | such > 4
| | | | have <= 5: London (7.0)
| | | | have > 5: Austen (3.0)
| | BookID > 6: Austen (9.0)
| be > 9
| | BookID <= 7
| | | her <= 4
| | | | the <= 70: Shakespeare (6.0/1.0)
| | | | the > 70: London (23.0)
| | | her > 4
| | | | to <= 38
| | | | | should <= 1: London (10.0)
| | | | | should > 1: Austen (10.0)
| | | | to > 38: Austen (290.0/1.0)
| | BookID > 7: Shakespeare (9.0)
Number of Leaves : 19
Size of the tree : 37
J48 pruned tree
------------------
was <= 9
| your <= 1
| | BookID <= 3: Milton (40.0)
| | BookID > 3: Austen (2.0/1.0)
| your > 1
| | with <= 28
| | | can <= 6
| | | | my <= 7
| | | | | would <= 0: London (4.0)
| | | | | would > 0
| | | | | | been <= 0: Milton (3.0)
| | | | | | been > 0: Shakespeare (3.0)
| | | | my > 7: Shakespeare (187.0)
| | | can > 6
| | | | an <= 4: Shakespeare (3.0/1.0)
| | | | an > 4: Austen (5.0)
| | with > 28: Milton (6.0)
was > 9
| be <= 9
| | not <= 20
| | | which <= 6: London (227.0/1.0)
| | | which > 6
| | | | the <= 87: Austen (8.0)
| | | | the > 87: London (18.0)
| | not > 20
| | | down <= 0: Austen (6.0/1.0)
| | | down > 0: London (4.0)
| be > 9
| | not <= 9: London (18.0/1.0)
| | not > 9
| | | her <= 2
| | | | must <= 1: London (6.0)
| | | | must > 1: Shakespeare (3.0/1.0)
| | | her > 2
| | | | to <= 36
| | | | | has <= 1: Shakespeare (8.0)
| | | | | has > 1
| | | | | | should <= 1: London (3.0)
| | | | | | should > 1: Austen (6.0)
| | | | to > 36: Austen (281.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 8
| has <= 3
| | it <= 5: Milton (58.0/1.0)
| | it > 5
| | | all <= 18: Shakespeare (160.0/1.0)
| | | all > 18: Milton (5.0)
| has > 3
| | also <= 0: Austen (10.0)
| | also > 0: London (2.0)
was > 8
| be <= 12
| | BookID <= 6
| | | any <= 6
| | | | to <= 55
| | | | | every <= 3: London (234.0/1.0)
| | | | | every > 3
| | | | | | must <= 3: London (22.0/1.0)
| | | | | | must > 3: Austen (4.0)
| | | | to > 55
| | | | | as <= 13: London (5.0)
| | | | | as > 13: Austen (8.0)
| | | any > 6: Austen (8.0)
| | BookID > 6
| | | BookID <= 7: Austen (17.0)
| | | BookID > 7: Shakespeare (5.0)
| be > 12
| | her <= 6
| | | BookID <= 4: London (13.0)
| | | BookID > 4: Shakespeare (3.0/1.0)
| | her > 6
| | | to <= 36
| | | | has <= 1: Shakespeare (4.0/1.0)
| | | | has > 1: Austen (8.0)
| | | to > 36: Austen (275.0)
Number of Leaves : 18
Size of the tree : 35
J48 pruned tree
------------------
was <= 9
| your <= 2
| | has <= 6
| | | it <= 9: Milton (49.0)
| | | it > 9: Shakespeare (5.0)
| | has > 6: Austen (2.0)
| your > 2
| | his <= 2
| | | a <= 25: London (3.0)
| | | a > 25: Austen (2.0)
| | his > 2
| | | only <= 2: Shakespeare (162.0/1.0)
| | | only > 2
| | | | also <= 1
| | | | | down <= 0: Austen (5.0)
| | | | | down > 0: Shakespeare (4.0)
| | | | also > 1: Milton (2.0)
was > 9
| be <= 9
| | not <= 20
| | | which <= 8: London (270.0)
| | | which > 8
| | | | BookID <= 4: London (5.0)
| | | | BookID > 4: Austen (4.0)
| | not > 20
| | | its <= 0: Shakespeare (4.0/1.0)
| | | its > 0: Austen (4.0)
| be > 9
| | this <= 16
| | | to <= 39
| | | | not <= 20: London (33.0/1.0)
| | | | not > 20
| | | | | things <= 1: Austen (7.0)
| | | | | things > 1: London (2.0)
| | | to > 39
| | | | her <= 8
| | | | | such <= 3: London (3.0)
| | | | | such > 3: Austen (4.0)
| | | | her > 8: Austen (263.0)
| | this > 16: Shakespeare (8.0/1.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 8
| from <= 11
| | or <= 13
| | | your <= 1
| | | | any <= 2: Milton (3.0)
| | | | any > 2: Shakespeare (2.0)
| | | your > 1: Shakespeare (181.0/1.0)
| | or > 13: Milton (6.0)
| from > 11: Milton (48.0/1.0)
was > 8
| be <= 9
| | may <= 2
| | | had <= 3
| | | | upon <= 1: London (7.0)
| | | | upon > 1: Shakespeare (3.0/1.0)
| | | had > 3: London (233.0)
| | may > 2
| | | more <= 2: London (7.0)
| | | more > 2
| | | | do <= 5: Austen (4.0)
| | | | do > 5: Shakespeare (3.0)
| be > 9
| | not <= 9
| | | BookID <= 5: London (17.0)
| | | BookID > 5: Austen (4.0)
| | not > 9
| | | her <= 3
| | | | also <= 1: Shakespeare (3.0/1.0)
| | | | also > 1: London (7.0)
| | | her > 3
| | | | our <= 6: Austen (305.0/1.0)
| | | | our > 6
| | | | | an <= 2: Shakespeare (5.0)
| | | | | an > 2: Austen (3.0)
Number of Leaves : 18
Size of the tree : 35
J48 pruned tree
------------------
was <= 8
| has <= 4
| | from <= 11
| | | or <= 13
| | | | at <= 9: Shakespeare (131.0)
| | | | at > 9
| | | | | on <= 9: Shakespeare (4.0)
| | | | | on > 9: Milton (3.0/1.0)
| | | or > 13: Milton (7.0)
| | from > 11: Milton (32.0/1.0)
| has > 4: Austen (7.0/1.0)
was > 8
| be <= 9
| | her <= 34
| | | than <= 5: London (286.0/3.0)
| | | than > 5
| | | | or <= 2: London (5.0)
| | | | or > 2
| | | | | are <= 3: Austen (2.0)
| | | | | are > 3: Shakespeare (3.0)
| | her > 34
| | | up <= 2: Austen (10.0)
| | | up > 2: London (6.0)
| be > 9
| | not <= 7
| | | down <= 1: Austen (2.0)
| | | down > 1: London (24.0)
| | not > 7
| | | BookID <= 7
| | | | her <= 3
| | | | | if <= 6: London (9.0)
| | | | | if > 6: Shakespeare (3.0)
| | | | her > 3
| | | | | to <= 38
| | | | | | even <= 0: London (3.0)
| | | | | | even > 0: Austen (6.0)
| | | | | to > 38: Austen (290.0/1.0)
| | | BookID > 7: Shakespeare (8.0)
Number of Leaves : 20
Size of the tree : 39
J48 pruned tree
------------------
was <= 9
| from <= 9
| | its <= 0
| | | is <= 9
| | | | has <= 0: Milton (5.0)
| | | | has > 0: Shakespeare (3.0)
| | | is > 9: Shakespeare (159.0)
| | its > 0
| | | every <= 0: Shakespeare (5.0)
| | | every > 0: Austen (7.0)
| from > 9
| | upon <= 4: Milton (47.0)
| | upon > 4: Shakespeare (3.0)
was > 9
| be <= 9
| | BookID <= 6: London (252.0)
| | BookID > 6: Austen (8.0/1.0)
| be > 9
| | her <= 3
| | | BookID <= 4: London (18.0/1.0)
| | | BookID > 4: Shakespeare (4.0)
| | her > 3
| | | not <= 7: London (10.0/1.0)
| | | not > 7
| | | | such <= 0
| | | | | any <= 1: Shakespeare (3.0)
| | | | | any > 1: Austen (5.0)
| | | | such > 0: Austen (312.0/2.0)
Number of Leaves : 15
Size of the tree : 29
J48 pruned tree
------------------
was <= 8
| is <= 9
| | from <= 7: Shakespeare (5.0)
| | from > 7: Milton (64.0)
| is > 9
| | can <= 6
| | | my <= 6
| | | | a <= 19: Milton (2.0/1.0)
| | | | a > 19: London (2.0)
| | | my > 6: Shakespeare (153.0/1.0)
| | can > 6: Austen (8.0)
was > 8
| be <= 9
| | not <= 23
| | | which <= 9: London (250.0/2.0)
| | | which > 9
| | | | any <= 1: London (3.0)
| | | | any > 1: Austen (5.0)
| | not > 23
| | | down <= 0: Austen (5.0)
| | | down > 0: Shakespeare (2.0)
| be > 9
| | BookID <= 7
| | | the <= 101
| | | | to <= 35
| | | | | every <= 1: London (7.0)
| | | | | every > 1
| | | | | | by <= 10: Austen (3.0)
| | | | | | by > 10: Shakespeare (4.0)
| | | | to > 35: Austen (288.0/1.0)
| | | the > 101
| | | | every <= 4: London (28.0)
| | | | every > 4: Austen (3.0)
| | BookID > 7: Shakespeare (9.0)
Number of Leaves : 18
Size of the tree : 35
J48 pruned tree
------------------
was <= 8
| your <= 2: Milton (45.0/1.0)
| your > 2
| | or <= 16
| | | be <= 23
| | | | from <= 13: Shakespeare (145.0)
| | | | from > 13
| | | | | an <= 2: Milton (4.0)
| | | | | an > 2: Shakespeare (2.0)
| | | be > 23: Austen (5.0/1.0)
| | or > 16: Milton (6.0)
was > 8
| be <= 9
| | BookID <= 6
| | | which <= 9: London (261.0/1.0)
| | | which > 9
| | | | her <= 17: London (5.0)
| | | | her > 17: Austen (2.0)
| | BookID > 6: Austen (8.0/1.0)
| be > 9
| | to <= 39
| | | the <= 75
| | | | this <= 8: Austen (12.0/1.0)
| | | | this > 8: Shakespeare (8.0)
| | | the > 75: London (29.0)
| | to > 39
| | | our <= 5: Austen (301.0/2.0)
| | | our > 5
| | | | have <= 10: London (3.0)
| | | | have > 10: Austen (5.0)
Number of Leaves : 16
Size of the tree : 31
J48 pruned tree
------------------
was <= 8
| it <= 5
| | BookID <= 3: Milton (47.0)
| | BookID > 3: Shakespeare (2.0)
| it > 5
| | can <= 6
| | | who <= 8
| | | | or <= 11: Shakespeare (139.0/1.0)
| | | | or > 11
| | | | | a <= 22: Milton (2.0)
| | | | | a > 22: Shakespeare (2.0)
| | | who > 8: Milton (5.0)
| | can > 6: Austen (7.0)
was > 8
| be <= 9
| | BookID <= 6
| | | such <= 4
| | | | so <= 12: London (265.0)
| | | | so > 12
| | | | | has <= 3: London (5.0)
| | | | | has > 3: Shakespeare (2.0)
| | | such > 4
| | | | that <= 21: Austen (5.0)
| | | | that > 21: London (7.0)
| | BookID > 6
| | | to <= 45: Shakespeare (4.0)
| | | to > 45: Austen (7.0)
| be > 9
| | an <= 13
| | | her <= 3
| | | | any <= 0: Milton (3.0)
| | | | any > 0
| | | | | BookID <= 4: London (13.0)
| | | | | BookID > 4: Shakespeare (2.0)
| | | her > 3
| | | | to <= 36
| | | | | must <= 4
| | | | | | be <= 12: London (5.0)
| | | | | | be > 12: Shakespeare (5.0)
| | | | | must > 4: Austen (4.0)
| | | | to > 36: Austen (299.0)
| | an > 13: London (11.0)
Number of Leaves : 22
Size of the tree : 43
J48 pruned tree
------------------
was <= 10
| it <= 5
| | any <= 2: Milton (59.0)
| | any > 2: Shakespeare (3.0)
| it > 5
| | has <= 3
| | | is <= 5
| | | | also <= 0: London (2.0)
| | | | also > 0: Milton (3.0)
| | | is > 5
| | | | its <= 0: Shakespeare (161.0)
| | | | its > 0
| | | | | any <= 2: Shakespeare (3.0)
| | | | | any > 2: London (3.0/1.0)
| | has > 3
| | | down <= 0: Austen (14.0/1.0)
| | | down > 0: London (2.0)
was > 10
| be <= 9
| | not <= 20
| | | which <= 9: London (250.0)
| | | which > 9
| | | | her <= 17: London (7.0)
| | | | her > 17: Austen (2.0)
| | not > 20
| | | one <= 3: London (2.0/1.0)
| | | one > 3: Austen (5.0)
| be > 9
| | to <= 36
| | | should <= 1: London (16.0)
| | | should > 1
| | | | BookID <= 4: Austen (5.0)
| | | | BookID > 4: Shakespeare (10.0)
| | to > 36
| | | not <= 9: London (11.0/1.0)
| | | not > 9
| | | | her <= 5
| | | | | such <= 4: London (4.0/1.0)
| | | | | such > 4: Austen (4.0)
| | | | her > 5: Austen (275.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 8
| has <= 4
| | your <= 1: Milton (46.0/1.0)
| | your > 1
| | | or <= 14: Shakespeare (154.0/2.0)
| | | or > 14
| | | | do <= 5: Milton (4.0)
| | | | do > 5: Shakespeare (2.0)
| has > 4
| | also <= 0: Austen (8.0)
| | also > 0: London (3.0)
was > 8
| be <= 9
| | which <= 6: London (252.0/3.0)
| | which > 6
| | | her <= 16: London (17.0)
| | | her > 16: Austen (16.0)
| be > 9
| | her <= 3
| | | the <= 70
| | | | also <= 0: Shakespeare (6.0)
| | | | also > 0: Milton (3.0)
| | | the > 70: London (11.0)
| | her > 3
| | | an <= 13
| | | | to <= 35
| | | | | even <= 0: London (3.0/1.0)
| | | | | even > 0: Shakespeare (5.0)
| | | | to > 35
| | | | | not <= 9
| | | | | | BookID <= 5: London (2.0)
| | | | | | BookID > 5: Austen (6.0)
| | | | | not > 9: Austen (295.0)
| | | an > 13: London (8.0)
Number of Leaves : 18
Size of the tree : 35
J48 pruned tree
------------------
was <= 8
| your <= 2: Milton (54.0/1.0)
| your > 2
| | with <= 29
| | | its <= 1
| | | | my <= 7
| | | | | a <= 13: Milton (2.0)
| | | | | a > 13: Austen (2.0/1.0)
| | | | my > 7: Shakespeare (145.0/1.0)
| | | its > 1
| | | | a <= 29: London (2.0)
| | | | a > 29: Austen (2.0)
| | with > 29: Milton (8.0)
was > 8
| be <= 10
| | BookID <= 6
| | | or <= 8
| | | | her <= 34: London (249.0/1.0)
| | | | her > 34
| | | | | which <= 6: London (11.0)
| | | | | which > 6: Austen (6.0)
| | | or > 8
| | | | has <= 0: Milton (4.0)
| | | | has > 0
| | | | | must <= 3: London (3.0)
| | | | | must > 3: Austen (4.0)
| | BookID > 6
| | | who <= 4: Austen (7.0)
| | | who > 4: Shakespeare (3.0)
| be > 10
| | her <= 5
| | | the <= 75: Shakespeare (11.0/1.0)
| | | the > 75: London (14.0)
| | her > 5
| | | not <= 6: London (8.0)
| | | not > 6
| | | | to <= 35
| | | | | even <= 0: London (4.0/1.0)
| | | | | even > 0: Shakespeare (4.0)
| | | | to > 35: Austen (298.0/1.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 10
| your <= 2
| | it <= 10: Milton (40.0)
| | it > 10: Shakespeare (7.0/1.0)
| your > 2
| | had <= 7
| | | its <= 0
| | | | from <= 12: Shakespeare (170.0)
| | | | from > 12
| | | | | any <= 0: Milton (3.0)
| | | | | any > 0: Shakespeare (4.0)
| | | its > 0
| | | | also <= 0
| | | | | down <= 2: Austen (7.0/1.0)
| | | | | down > 2: Shakespeare (2.0)
| | | | also > 0: London (2.0)
| | had > 7: Austen (7.0)
was > 10
| be <= 12
| | the <= 67
| | | then <= 4: Austen (22.0)
| | | then > 4
| | | | all <= 9: Shakespeare (2.0)
| | | | all > 9: Milton (3.0/1.0)
| | the > 67
| | | any <= 5
| | | | some <= 5: London (263.0/1.0)
| | | | some > 5
| | | | | should <= 2: London (7.0)
| | | | | should > 2: Austen (4.0)
| | | any > 5
| | | | any <= 6: London (6.0)
| | | | any > 6: Austen (6.0)
| be > 12
| | this <= 12
| | | her <= 3: London (7.0)
| | | her > 3: Austen (271.0/2.0)
| | this > 12
| | | also <= 1: Shakespeare (6.0/1.0)
| | | also > 1: London (2.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 9
| has <= 4
| | it <= 6
| | | BookID <= 2: Milton (76.0)
| | | BookID > 2: Shakespeare (5.0)
| | it > 6
| | | who <= 8
| | | | every <= 4: Shakespeare (128.0)
| | | | every > 4
| | | | | a <= 30: Austen (2.0)
| | | | | a > 30: Shakespeare (2.0)
| | | who > 8: Milton (4.0/1.0)
| has > 4
| | down <= 0: Austen (8.0)
| | down > 0: London (3.0)
was > 9
| be <= 9
| | BookID <= 6
| | | to <= 23
| | | | be <= 8: London (6.0/1.0)
| | | | be > 8: Milton (2.0)
| | | to > 23
| | | | such <= 4: London (262.0)
| | | | such > 4
| | | | | do <= 4: London (7.0)
| | | | | do > 4: Austen (3.0)
| | BookID > 6: Austen (8.0/1.0)
| be > 9
| | any <= 0
| | | even <= 0: London (4.0)
| | | even > 0
| | | | also <= 0: Shakespeare (6.0)
| | | | also > 0: Milton (2.0)
| | any > 0
| | | not <= 8: London (10.0/1.0)
| | | not > 8
| | | | her <= 5
| | | | | be <= 23: London (6.0)
| | | | | be > 23: Austen (2.0)
| | | | her > 5: Austen (295.0/2.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 8
| it <= 6
| | BookID <= 2: Milton (56.0)
| | BookID > 2: Shakespeare (5.0)
| it > 6
| | only <= 5
| | | all <= 17
| | | | be <= 23: Shakespeare (167.0/1.0)
| | | | be > 23
| | | | | any <= 2: Shakespeare (3.0)
| | | | | any > 2: Austen (2.0)
| | | all > 17
| | | | any <= 0: Milton (3.0)
| | | | any > 0: Shakespeare (2.0)
| | only > 5: Austen (5.0)
was > 8
| be <= 9
| | which <= 9
| | | than <= 6: London (248.0)
| | | than > 6
| | | | if <= 4: London (7.0)
| | | | if > 4: Shakespeare (3.0)
| | which > 9
| | | at <= 9: London (2.0/1.0)
| | | at > 9: Austen (5.0)
| be > 9
| | not <= 9: London (20.0)
| | not > 9
| | | her <= 4
| | | | also <= 0
| | | | | can <= 3: Shakespeare (8.0)
| | | | | can > 3: Austen (5.0)
| | | | also > 0: London (7.0/1.0)
| | | her > 4
| | | | to <= 36
| | | | | as <= 15
| | | | | | an <= 2: Shakespeare (2.0)
| | | | | | an > 2: London (2.0)
| | | | | as > 15: Austen (9.0)
| | | | to > 36: Austen (280.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 8
| your <= 1: Milton (46.0/1.0)
| your > 1
| | has <= 3
| | | or <= 16
| | | | from <= 13: Shakespeare (156.0)
| | | | from > 13: Milton (5.0)
| | | or > 16: Milton (6.0)
| | has > 3: Austen (5.0)
was > 8
| be <= 9
| | not <= 20
| | | every <= 4: London (248.0/1.0)
| | | every > 4
| | | | any <= 3: London (7.0)
| | | | any > 3: Austen (2.0)
| | not > 20
| | | down <= 0: Austen (4.0/1.0)
| | | down > 0: London (3.0)
| be > 9
| | BookID <= 7
| | | her <= 3
| | | | should <= 3: London (11.0)
| | | | should > 3: Milton (2.0)
| | | her > 3
| | | | not <= 7: London (12.0/1.0)
| | | | not > 7
| | | | | to <= 35
| | | | | | by <= 11: Austen (7.0/1.0)
| | | | | | by > 11: Shakespeare (2.0)
| | | | | to > 35: Austen (316.0)
| | BookID > 7: Shakespeare (9.0)
Number of Leaves : 17
Size of the tree : 33
J48 pruned tree
------------------
was <= 9
| has <= 4
| | your <= 1
| | | BookID <= 7: Milton (42.0)
| | | BookID > 7: Shakespeare (2.0)
| | your > 1
| | | from <= 14
| | | | my <= 7
| | | | | all <= 12: Shakespeare (4.0/1.0)
| | | | | all > 12: Milton (2.0)
| | | | my > 7: Shakespeare (174.0/1.0)
| | | from > 14: Milton (7.0)
| has > 4: Austen (12.0/1.0)
was > 9
| be <= 9
| | BookID <= 6
| | | the <= 60
| | | | any <= 2: Austen (5.0)
| | | | any > 2: London (2.0/1.0)
| | | the > 60: London (260.0/1.0)
| | BookID > 6: Austen (11.0/1.0)
| be > 9
| | to <= 39
| | | should <= 1: London (19.0)
| | | should > 1
| | | | now <= 4: Austen (8.0)
| | | | now > 4: Shakespeare (8.0)
| | to > 39
| | | her <= 6
| | | | such <= 3: London (8.0)
| | | | such > 3: Austen (3.0)
| | | her > 6: Austen (274.0)
Number of Leaves : 17
Size of the tree : 33
J48 pruned tree
------------------
was <= 10
| or <= 13
| | has <= 4
| | | are <= 2
| | | | even <= 1: Milton (18.0)
| | | | even > 1
| | | | | a <= 35: Shakespeare (3.0)
| | | | | a > 35: London (2.0)
| | | are > 2
| | | | its <= 0: Shakespeare (176.0)
| | | | its > 0
| | | | | an <= 4
| | | | | | a <= 21: London (2.0)
| | | | | | a > 21: Shakespeare (2.0)
| | | | | an > 4: Austen (4.0)
| | has > 4: Austen (9.0/1.0)
| or > 13: Milton (40.0)
was > 10
| be <= 9
| | BookID <= 6
| | | the <= 66
| | | | any <= 2: Austen (3.0)
| | | | any > 2
| | | | | a <= 47: London (2.0)
| | | | | a > 47: Shakespeare (2.0)
| | | the > 66: London (271.0/2.0)
| | BookID > 6: Austen (10.0)
| be > 9
| | not <= 7: London (16.0)
| | not > 7
| | | her <= 3
| | | | her <= 0: London (7.0)
| | | | her > 0
| | | | | a <= 20: Milton (2.0)
| | | | | a > 20: Shakespeare (2.0)
| | | her > 3
| | | | to <= 35
| | | | | can <= 1: Shakespeare (2.0)
| | | | | can > 1: London (5.0/1.0)
| | | | to > 35: Austen (263.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 8
| your <= 1
| | BookID <= 7: Milton (51.0)
| | BookID > 7: Shakespeare (2.0)
| your > 1
| | has <= 4
| | | or <= 12: Shakespeare (166.0/1.0)
| | | or > 12
| | | | any <= 0: Milton (6.0)
| | | | any > 0: Shakespeare (3.0)
| | has > 4: Austen (5.0/1.0)
was > 8
| be <= 9
| | BookID <= 6
| | | the <= 63
| | | | been <= 5: London (4.0/1.0)
| | | | been > 5: Austen (4.0)
| | | the > 63
| | | | been <= 0
| | | | | is <= 3: Milton (2.0)
| | | | | is > 3: London (4.0)
| | | | been > 0: London (230.0)
| | BookID > 6
| | | may <= 1: Shakespeare (3.0)
| | | may > 1: Austen (4.0)
| be > 9
| | an <= 11
| | | the <= 110
| | | | to <= 39
| | | | | things <= 1
| | | | | | been <= 5: Shakespeare (9.0/1.0)
| | | | | | been > 5: Austen (6.0)
| | | | | things > 1: London (4.0)
| | | | to > 39: Austen (317.0/1.0)
| | | the > 110: London (11.0)
| | an > 11: London (10.0)
Number of Leaves : 19
Size of the tree : 37
J48 pruned tree
------------------
was <= 9
| it <= 6
| | BookID <= 2: Milton (45.0)
| | BookID > 2: Shakespeare (6.0)
| it > 6
| | been <= 6
| | | only <= 3
| | | | who <= 6: Shakespeare (165.0)
| | | | who > 6
| | | | | a <= 20: Milton (2.0)
| | | | | a > 20: Shakespeare (3.0)
| | | only > 3
| | | | must <= 2: London (3.0)
| | | | must > 2: Austen (3.0)
| | been > 6: Austen (6.0)
was > 9
| be <= 9
| | BookID <= 6
| | | or <= 8: London (300.0/1.0)
| | | or > 8
| | | | may <= 0: London (6.0/1.0)
| | | | may > 0: Austen (2.0)
| | BookID > 6
| | | BookID <= 8: Austen (6.0)
| | | BookID > 8: Shakespeare (3.0)
| be > 9
| | to <= 35
| | | the <= 59: Shakespeare (5.0)
| | | the > 59
| | | | every <= 3: London (16.0)
| | | | every > 3: Austen (2.0)
| | to > 35
| | | her <= 3: London (7.0/1.0)
| | | her > 3
| | | | an <= 10: Austen (254.0/1.0)
| | | | an > 10
| | | | | be <= 16: London (3.0)
| | | | | be > 16: Austen (4.0)
Number of Leaves : 20
Size of the tree : 39
J48 pruned tree
------------------
was <= 8
| your <= 1: Milton (46.0)
| your > 1
| | or <= 14
| | | has <= 3
| | | | from <= 12: Shakespeare (144.0)
| | | | from > 12
| | | | | any <= 0: Milton (2.0)
| | | | | any > 0: Shakespeare (3.0)
| | | has > 3
| | | | down <= 0: Austen (5.0)
| | | | down > 0: London (2.0/1.0)
| | or > 14: Milton (9.0)
was > 8
| be <= 9
| | not <= 20
| | | such <= 4: London (261.0/1.0)
| | | such > 4
| | | | up <= 1: Austen (4.0)
| | | | up > 1: London (9.0)
| | not > 20
| | | down <= 0: Austen (5.0)
| | | down > 0: London (3.0)
| be > 9
| | her <= 3
| | | do <= 8: London (18.0/1.0)
| | | do > 8: Shakespeare (4.0)
| | her > 3
| | | our <= 5
| | | | to <= 35
| | | | | so <= 12: London (8.0)
| | | | | so > 12: Austen (2.0/1.0)
| | | | to > 35
| | | | | an <= 9: Austen (296.0)
| | | | | an > 9
| | | | | | an <= 13: Austen (7.0)
| | | | | | an > 13: London (3.0)
| | | our > 5
| | | | has <= 0: Shakespeare (7.0)
| | | | has > 0: Austen (3.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 8
| is <= 9
| | from <= 7: Shakespeare (6.0)
| | from > 7: Milton (48.0)
| is > 9
| | had <= 7
| | | only <= 3: Shakespeare (157.0)
| | | only > 3
| | | | its <= 0: Shakespeare (5.0/1.0)
| | | | its > 0: Austen (2.0)
| | had > 7: Austen (6.0/1.0)
was > 8
| be <= 9
| | which <= 9
| | | so <= 10: London (259.0)
| | | so > 10
| | | | has <= 1: London (8.0)
| | | | has > 1
| | | | | a <= 42: Austen (2.0)
| | | | | a > 42: Shakespeare (2.0)
| | which > 9
| | | be <= 4: London (5.0)
| | | be > 4: Austen (9.0/1.0)
| be > 9
| | BookID <= 7
| | | our <= 6
| | | | her <= 3: London (11.0/1.0)
| | | | her > 3
| | | | | not <= 9
| | | | | | BookID <= 5: London (11.0)
| | | | | | BookID > 5: Austen (3.0)
| | | | | not > 9
| | | | | | to <= 35
| | | | | | | should <= 1: London (5.0)
| | | | | | | should > 1: Austen (5.0)
| | | | | | to > 35: Austen (275.0)
| | | our > 6
| | | | than <= 5: London (9.0)
| | | | than > 5: Shakespeare (4.0)
| | BookID > 7: Shakespeare (9.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 9
| has <= 4
| | your <= 2
| | | it <= 10: Milton (58.0)
| | | it > 10: Shakespeare (3.0)
| | your > 2
| | | is <= 4: Milton (8.0)
| | | is > 4
| | | | can <= 6: Shakespeare (164.0)
| | | | can > 6
| | | | | an <= 4: Milton (2.0/1.0)
| | | | | an > 4: Austen (4.0)
| has > 4: Austen (11.0/1.0)
was > 9
| be <= 10
| | the <= 63
| | | only <= 1: Shakespeare (3.0)
| | | only > 1: Austen (16.0/1.0)
| | the > 63
| | | which <= 6: London (245.0/1.0)
| | | which > 6
| | | | all <= 5: Austen (6.0)
| | | | all > 5: London (19.0)
| be > 10
| | this <= 15
| | | not <= 7: London (9.0)
| | | not > 7
| | | | her <= 5
| | | | | her <= 2: London (6.0/1.0)
| | | | | her > 2: Austen (2.0)
| | | | her > 5: Austen (275.0/2.0)
| | this > 15: Shakespeare (10.0/1.0)
Number of Leaves : 17
Size of the tree : 33
J48 pruned tree
------------------
was <= 9
| your <= 1: Milton (39.0)
| your > 1
| | a <= 10: Milton (6.0)
| | a > 10
| | | only <= 2: Shakespeare (172.0/2.0)
| | | only > 2
| | | | be <= 15
| | | | | its <= 0
| | | | | | down <= 2: Shakespeare (3.0)
| | | | | | down > 2: Milton (2.0)
| | | | | its > 0: London (2.0)
| | | | be > 15: Austen (13.0)
was > 9
| be <= 9
| | the <= 64
| | | at <= 9: Shakespeare (2.0)
| | | at > 9: Austen (5.0)
| | the > 64
| | | up <= 0
| | | | which <= 6: London (10.0)
| | | | which > 6: Austen (5.0)
| | | up > 0
| | | | then <= 7: London (250.0/1.0)
| | | | then > 7
| | | | | a <= 22: Milton (2.0)
| | | | | a > 22: London (5.0)
| be > 9
| | to <= 38
| | | the <= 66
| | | | only <= 2: Shakespeare (10.0)
| | | | only > 2: Austen (4.0)
| | | the > 66: London (27.0/1.0)
| | to > 38
| | | not <= 10
| | | | BookID <= 5: London (4.0)
| | | | BookID > 5: Austen (8.0)
| | | not > 10: Austen (272.0)
Number of Leaves : 20
Size of the tree : 39
J48 pruned tree
------------------
was <= 8
| has <= 3
| | your <= 1: Milton (43.0/1.0)
| | your > 1
| | | with <= 28
| | | | from <= 13: Shakespeare (140.0)
| | | | from > 13
| | | | | a <= 17: Milton (2.0)
| | | | | a > 17: Shakespeare (2.0)
| | | with > 28: Milton (4.0)
| has > 3: Austen (10.0/1.0)
was > 8
| be <= 9
| | BookID <= 6
| | | the <= 63
| | | | more <= 2: London (4.0)
| | | | more > 2: Austen (4.0/1.0)
| | | the > 63: London (256.0/2.0)
| | BookID > 6
| | | do <= 4: Austen (6.0)
| | | do > 4: Shakespeare (3.0)
| be > 9
| | her <= 3
| | | BookID <= 4
| | | | may <= 2: London (16.0)
| | | | may > 2: Milton (2.0)
| | | BookID > 4: Shakespeare (7.0)
| | her > 3
| | | not <= 8: London (11.0)
| | | not > 8
| | | | to <= 35
| | | | | BookID <= 6: London (5.0/1.0)
| | | | | BookID > 6: Shakespeare (7.0)
| | | | to > 35: Austen (319.0/1.0)
Number of Leaves : 18
Size of the tree : 35
J48 pruned tree
------------------
was <= 8
| it <= 6
| | BookID <= 2: Milton (55.0)
| | BookID > 2: Shakespeare (6.0)
| it > 6
| | has <= 3
| | | from <= 10: Shakespeare (144.0)
| | | from > 10
| | | | any <= 0: Milton (3.0)
| | | | any > 0: Shakespeare (3.0)
| | has > 3
| | | any <= 2: Shakespeare (4.0)
| | | any > 2: Austen (4.0)
was > 8
| be <= 9
| | the <= 63
| | | have <= 8: London (5.0)
| | | have > 8
| | | | to <= 45: Shakespeare (3.0)
| | | | to > 45: Austen (7.0)
| | the > 63
| | | or <= 7
| | | | which <= 6: London (247.0)
| | | | which > 6
| | | | | BookID <= 6: London (17.0)
| | | | | BookID > 6: Austen (3.0)
| | | or > 7
| | | | any <= 1: Milton (2.0)
| | | | any > 1: London (5.0)
| be > 9
| | BookID <= 7
| | | the <= 89
| | | | not <= 9
| | | | | BookID <= 5: London (7.0)
| | | | | BookID > 5: Austen (3.0)
| | | | not > 9
| | | | | her <= 6
| | | | | | with <= 15: Austen (4.0)
| | | | | | with > 15: Shakespeare (5.0)
| | | | | her > 6: Austen (280.0)
| | | the > 89
| | | | BookID <= 5: London (21.0)
| | | | BookID > 5: Austen (3.0)
| | BookID > 7: Shakespeare (10.0)
Number of Leaves : 23
Size of the tree : 45
J48 pruned tree
------------------
was <= 8
| it <= 6
| | BookID <= 2: Milton (48.0)
| | BookID > 2: Shakespeare (9.0)
| it > 6
| | from <= 11
| | | its <= 0: Shakespeare (148.0)
| | | its > 0
| | | | has <= 2: Shakespeare (5.0)
| | | | has > 2: Austen (3.0/1.0)
| | from > 11
| | | all <= 8: Shakespeare (2.0)
| | | all > 8: Milton (3.0)
was > 8
| be <= 9
| | BookID <= 6
| | | such <= 4: London (265.0/1.0)
| | | such > 4
| | | | that <= 17: Austen (5.0)
| | | | that > 17: London (12.0)
| | BookID > 6
| | | do <= 4: Austen (5.0)
| | | do > 4: Shakespeare (3.0)
| be > 9
| | her <= 3
| | | or <= 10
| | | | as <= 18: London (15.0)
| | | | as > 18: Shakespeare (2.0)
| | | or > 10: Milton (3.0)
| | her > 3
| | | not <= 8: London (10.0/1.0)
| | | not > 8
| | | | to <= 35
| | | | | its <= 1
| | | | | | BookID <= 6: London (3.0)
| | | | | | BookID > 6: Shakespeare (3.0)
| | | | | its > 1: Austen (2.0)
| | | | to > 35: Austen (295.0)
Number of Leaves : 20
Size of the tree : 39
J48 pruned tree
------------------
was <= 10
| it <= 6
| | BookID <= 2: Milton (60.0)
| | BookID > 2: Shakespeare (5.0)
| it > 6
| | my <= 6: London (5.0/1.0)
| | my > 6
| | | been <= 6
| | | | has <= 3: Shakespeare (154.0/1.0)
| | | | has > 3
| | | | | any <= 3: Shakespeare (3.0)
| | | | | any > 3: Austen (3.0)
| | | been > 6: Austen (7.0)
was > 10
| be <= 9
| | BookID <= 6
| | | such <= 4
| | | | not <= 20: London (243.0)
| | | | not > 20
| | | | | every <= 1: Shakespeare (2.0)
| | | | | every > 1: London (5.0)
| | | such > 4
| | | | BookID <= 1: Austen (5.0)
| | | | BookID > 1: London (2.0)
| | BookID > 6
| | | by <= 8: Shakespeare (3.0)
| | | by > 8: Austen (4.0)
| be > 9
| | to <= 39
| | | the <= 69
| | | | BookID <= 4: Austen (5.0)
| | | | BookID > 4: Shakespeare (7.0)
| | | the > 69
| | | | every <= 4: London (23.0)
| | | | every > 4: Austen (2.0)
| | to > 39
| | | not <= 9
| | | | BookID <= 5: London (6.0)
| | | | BookID > 5: Austen (5.0)
| | | not > 9: Austen (292.0/1.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 8
| it <= 6
| | BookID <= 2: Milton (51.0)
| | BookID > 2: Shakespeare (8.0)
| it > 6
| | can <= 6: Shakespeare (164.0/1.0)
| | can > 6
| | | an <= 2: Milton (3.0)
| | | an > 2: Austen (3.0)
was > 8
| be <= 9
| | such <= 4
| | | than <= 6
| | | | which <= 6: London (232.0/1.0)
| | | | which > 6
| | | | | now <= 2: London (14.0)
| | | | | now > 2: Austen (3.0/1.0)
| | | than > 6
| | | | all <= 8: Shakespeare (3.0)
| | | | all > 8: London (4.0)
| | such > 4
| | | our <= 2: Austen (11.0)
| | | our > 2: London (4.0)
| be > 9
| | BookID <= 7
| | | her <= 3
| | | | BookID <= 4: London (14.0/1.0)
| | | | BookID > 4: Shakespeare (5.0)
| | | her > 3
| | | | not <= 7: London (8.0)
| | | | not > 7
| | | | | to <= 36
| | | | | | any <= 3: London (4.0)
| | | | | | any > 3: Austen (5.0)
| | | | | to > 36: Austen (295.0/1.0)
| | BookID > 7: Shakespeare (10.0)
Number of Leaves : 19
Size of the tree : 37
J48 pruned tree
------------------
was <= 8
| your <= 1: Milton (46.0/1.0)
| your > 1
| | is <= 4: Milton (7.0)
| | is > 4
| | | only <= 5
| | | | any <= 5: Shakespeare (162.0/1.0)
| | | | any > 5
| | | | | any <= 6: Shakespeare (4.0)
| | | | | any > 6: Austen (2.0)
| | | only > 5: Austen (6.0)
was > 8
| be <= 9
| | such <= 5
| | | the <= 61
| | | | even <= 0: Shakespeare (5.0)
| | | | even > 0: Austen (2.0/1.0)
| | | the > 61
| | | | from <= 13: London (263.0)
| | | | from > 13
| | | | | even <= 2: London (5.0)
| | | | | even > 2: Milton (2.0)
| | such > 5: Austen (8.0/1.0)
| be > 9
| | our <= 6
| | | her <= 5
| | | | be <= 29
| | | | | in <= 18: Shakespeare (3.0)
| | | | | in > 18: London (11.0)
| | | | be > 29: Austen (4.0)
| | | her > 5
| | | | to <= 35
| | | | | every <= 2: London (11.0)
| | | | | every > 2: Austen (2.0)
| | | | to > 35: Austen (284.0)
| | our > 6
| | | BookID <= 5: London (6.0)
| | | BookID > 5: Shakespeare (8.0)
Number of Leaves : 20
Size of the tree : 39
J48 pruned tree
------------------
was <= 8
| has <= 5
| | or <= 14
| | | it <= 5
| | | | are <= 4: Milton (14.0)
| | | | are > 4: Shakespeare (3.0)
| | | it > 5: Shakespeare (157.0)
| | or > 14: Milton (31.0/1.0)
| has > 5: Austen (7.0)
was > 8
| be <= 9
| | BookID <= 6
| | | to <= 23
| | | | all <= 6: Milton (3.0)
| | | | all > 6
| | | | | a <= 43: London (2.0)
| | | | | a > 43: Shakespeare (2.0)
| | | to > 23
| | | | which <= 8: London (256.0/1.0)
| | | | which > 8
| | | | | are <= 1: London (3.0)
| | | | | are > 1: Austen (4.0)
| | BookID > 6: Austen (7.0/1.0)
| be > 9
| | the <= 89
| | | to <= 36
| | | | every <= 2
| | | | | the <= 69: Shakespeare (8.0)
| | | | | the > 69: London (7.0)
| | | | every > 2: Austen (5.0)
| | | to > 36
| | | | an <= 10: Austen (289.0/1.0)
| | | | an > 10
| | | | | can <= 1: Austen (6.0)
| | | | | can > 1: London (2.0)
| | the > 89
| | | from <= 7
| | | | BookID <= 5: London (29.0/1.0)
| | | | BookID > 5: Austen (2.0)
| | | from > 7: Austen (4.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 8
| it <= 5
| | BookID <= 3: Milton (57.0)
| | BookID > 3: Shakespeare (2.0)
| it > 5
| | or <= 13
| | | who <= 8: Shakespeare (169.0/1.0)
| | | who > 8
| | | | a <= 17: Milton (3.0)
| | | | a > 17: Austen (2.0/1.0)
| | or > 13: Milton (6.0)
was > 8
| be <= 9
| | BookID <= 6
| | | not <= 20: London (261.0/1.0)
| | | not > 20
| | | | any <= 1: London (2.0)
| | | | any > 1: Austen (5.0)
| | BookID > 6
| | | BookID <= 8: Austen (7.0)
| | | BookID > 8: Shakespeare (5.0)
| be > 9
| | not <= 9
| | | BookID <= 5: London (17.0)
| | | BookID > 5: Austen (2.0)
| | not > 9
| | | her <= 8
| | | | only <= 4
| | | | | BookID <= 2: London (8.0/1.0)
| | | | | BookID > 2: Shakespeare (8.0)
| | | | only > 4: Austen (5.0)
| | | her > 8
| | | | to <= 35
| | | | | should <= 1: London (4.0)
| | | | | should > 1: Austen (4.0/1.0)
| | | | to > 35: Austen (274.0)
Number of Leaves : 19
Size of the tree : 37
J48 pruned tree
------------------
was <= 9
| your <= 1: Milton (41.0/1.0)
| your > 1
| | it <= 3: Milton (8.0/1.0)
| | it > 3
| | | only <= 3
| | | | had <= 7: Shakespeare (157.0/1.0)
| | | | had > 7
| | | | | all <= 9: Austen (2.0)
| | | | | all > 9: Shakespeare (3.0)
| | | only > 3
| | | | all <= 8: Shakespeare (3.0)
| | | | all > 8: Austen (11.0/1.0)
was > 9
| be <= 9
| | BookID <= 6
| | | not <= 20
| | | | or <= 9: London (261.0)
| | | | or > 9
| | | | | more <= 2: Milton (2.0)
| | | | | more > 2: London (5.0)
| | | not > 20
| | | | all <= 7: Shakespeare (4.0)
| | | | all > 7: London (4.0/1.0)
| | BookID > 6: Austen (9.0)
| be > 9
| | to <= 36
| | | the <= 69
| | | | than <= 4: Austen (5.0)
| | | | than > 4: Shakespeare (5.0)
| | | the > 69: London (27.0/1.0)
| | to > 36
| | | her <= 3: London (9.0/1.0)
| | | her > 3
| | | | not <= 9
| | | | | BookID <= 5: London (6.0)
| | | | | BookID > 5: Austen (5.0)
| | | | not > 9: Austen (274.0)
Number of Leaves : 20
Size of the tree : 39
J48 pruned tree
------------------
was <= 8
| your <= 1: Milton (45.0)
| your > 1
| | has <= 4
| | | at <= 12
| | | | from <= 14: Shakespeare (167.0/1.0)
| | | | from > 14: Milton (5.0)
| | | at > 12
| | | | a <= 20: Milton (2.0)
| | | | a > 20: Austen (3.0)
| | has > 4: Austen (6.0/1.0)
was > 8
| be <= 10
| | BookID <= 6
| | | any <= 5
| | | | would <= 9: London (286.0/4.0)
| | | | would > 9
| | | | | also <= 0: Austen (3.0)
| | | | | also > 0: London (5.0)
| | | any > 5
| | | | must <= 2: London (2.0)
| | | | must > 2: Austen (8.0)
| | BookID > 6
| | | things <= 0: Austen (8.0)
| | | things > 0: Shakespeare (2.0)
| be > 10
| | her <= 3
| | | only <= 1: Shakespeare (10.0)
| | | only > 1: London (10.0)
| | her > 3
| | | not <= 9
| | | | BookID <= 5: London (8.0)
| | | | BookID > 5: Austen (4.0)
| | | not > 9
| | | | at <= 3
| | | | | our <= 2: Austen (5.0/1.0)
| | | | | our > 2: Shakespeare (2.0)
| | | | at > 3: Austen (260.0)
Number of Leaves : 20
Size of the tree : 39
J48 pruned tree
------------------
was <= 8
| your <= 1: Milton (43.0/1.0)
| your > 1
| | my <= 7
| | | any <= 2: Milton (5.0)
| | | any > 2: Austen (2.0)
| | my > 7
| | | has <= 2: Shakespeare (172.0)
| | | has > 2
| | | | has <= 4: Shakespeare (3.0)
| | | | has > 4: Austen (2.0)
was > 8
| be <= 9
| | BookID <= 6
| | | such <= 5: London (230.0/1.0)
| | | such > 5: Austen (7.0/1.0)
| | BookID > 6: Austen (10.0/1.0)
| be > 9
| | her <= 3
| | | BookID <= 4: London (16.0/1.0)
| | | BookID > 4: Shakespeare (4.0)
| | her > 3
| | | not <= 9
| | | | BookID <= 5: London (14.0)
| | | | BookID > 5: Austen (2.0)
| | | not > 9
| | | | to <= 36
| | | | | should <= 1: London (3.0)
| | | | | should > 1: Austen (6.0/1.0)
| | | | to > 36: Austen (322.0)
Number of Leaves : 16
Size of the tree : 31
J48 pruned tree
------------------
was <= 8
| your <= 1: Milton (56.0/1.0)
| your > 1
| | has <= 4
| | | or <= 14
| | | | it <= 3
| | | | | an <= 3: Milton (3.0)
| | | | | an > 3: Shakespeare (2.0)
| | | | it > 3: Shakespeare (148.0/1.0)
| | | or > 14: Milton (8.0/1.0)
| | has > 4
| | | also <= 0: Austen (4.0)
| | | also > 0: London (2.0)
was > 8
| be <= 9
| | such <= 5
| | | the <= 72
| | | | which <= 5: London (7.0)
| | | | which > 5: Austen (4.0/1.0)
| | | the > 72: London (246.0/2.0)
| | such > 5
| | | may <= 0: London (2.0)
| | | may > 0: Austen (10.0)
| be > 9
| | her <= 3
| | | only <= 0: Shakespeare (3.0)
| | | only > 0: London (13.0/1.0)
| | her > 3
| | | not <= 7
| | | | BookID <= 5: London (7.0)
| | | | BookID > 5: Austen (2.0)
| | | not > 7
| | | | to <= 36
| | | | | every <= 1
| | | | | | all <= 6: London (2.0)
| | | | | | all > 6: Shakespeare (3.0)
| | | | | every > 1: Austen (5.0)
| | | | to > 36: Austen (314.0)
Number of Leaves : 20
Size of the tree : 39
J48 pruned tree
------------------
was <= 10
| your <= 1: Milton (50.0)
| your > 1
| | has <= 4
| | | a <= 10: Milton (8.0)
| | | a > 10
| | | | its <= 0
| | | | | with <= 26: Shakespeare (161.0)
| | | | | with > 26
| | | | | | by <= 9: Shakespeare (3.0)
| | | | | | by > 9: Milton (3.0)
| | | | its > 0
| | | | | should <= 3: Shakespeare (5.0/1.0)
| | | | | should > 3: Austen (2.0)
| | has > 4: Austen (6.0/1.0)
was > 10
| be <= 9
| | BookID <= 6
| | | such <= 4: London (264.0/1.0)
| | | such > 4
| | | | may <= 0: London (6.0)
| | | | may > 0: Austen (4.0)
| | BookID > 6
| | | our <= 1: Austen (7.0)
| | | our > 1: Shakespeare (2.0)
| be > 9
| | not <= 7: London (13.0)
| | not > 7
| | | her <= 2
| | | | may <= 2: London (10.0)
| | | | may > 2: Shakespeare (5.0/1.0)
| | | her > 2
| | | | to <= 35
| | | | | should <= 1: London (6.0)
| | | | | should > 1
| | | | | | by <= 9: Austen (3.0)
| | | | | | by > 9: Shakespeare (3.0)
| | | | to > 35: Austen (280.0/1.0)
Number of Leaves : 20
Size of the tree : 39
J48 pruned tree
------------------
was <= 8
| its <= 0
| | your <= 1
| | | BookID <= 7: Milton (42.0)
| | | BookID > 7: Shakespeare (2.0)
| | your > 1
| | | all <= 15: Shakespeare (167.0/1.0)
| | | all > 15: Milton (7.0/1.0)
| its > 0
| | been <= 2
| | | a <= 17: Milton (2.0)
| | | a > 17: London (2.0)
| | been > 2: Austen (3.0)
was > 8
| be <= 9
| | BookID <= 6
| | | such <= 4: London (277.0/1.0)
| | | such > 4
| | | | if <= 3: London (5.0)
| | | | if > 3: Austen (3.0)
| | BookID > 6
| | | BookID <= 8: Austen (9.0)
| | | BookID > 8: Shakespeare (3.0)
| be > 9
| | to <= 38
| | | the <= 69: Shakespeare (20.0)
| | | the > 69
| | | | which <= 5: London (11.0)
| | | | which > 5: Austen (2.0)
| | to > 38
| | | not <= 11
| | | | BookID <= 5: London (7.0)
| | | | BookID > 5: Austen (13.0)
| | | not > 11: Austen (266.0/1.0)
Number of Leaves : 18
Size of the tree : 35
J48 pruned tree
------------------
was <= 8
| it <= 6
| | BookID <= 3: Milton (58.0)
| | BookID > 3: Shakespeare (4.0)
| it > 6
| | has <= 4: Shakespeare (143.0/1.0)
| | has > 4: Austen (6.0/1.0)
was > 8
| be <= 9
| | BookID <= 6
| | | which <= 9: London (264.0/2.0)
| | | which > 9
| | | | be <= 7: London (2.0)
| | | | be > 7: Austen (5.0)
| | BookID > 6
| | | things <= 0: Austen (5.0)
| | | things > 0: Shakespeare (3.0)
| be > 9
| | her <= 3
| | | if <= 6: London (14.0/1.0)
| | | if > 6: Shakespeare (2.0)
| | her > 3
| | | to <= 36
| | | | now <= 4
| | | | | now <= 2: London (4.0)
| | | | | now > 2: Austen (3.0)
| | | | now > 4: Shakespeare (6.0)
| | | to > 36
| | | | an <= 10: Austen (313.0)
| | | | an > 10
| | | | | an <= 15: Austen (7.0)
| | | | | an > 15: London (2.0)
Number of Leaves : 17
Size of the tree : 33
J48 pruned tree
------------------
was <= 8
| had <= 7
| | is <= 9
| | | from <= 7: Shakespeare (9.0)
| | | from > 7: Milton (41.0)
| | is > 9
| | | things <= 3: Shakespeare (152.0)
| | | things > 3
| | | | any <= 0: Milton (2.0)
| | | | any > 0: Shakespeare (4.0)
| had > 7
| | been <= 3: Shakespeare (2.0)
| | been > 3: Austen (6.0)
was > 8
| be <= 9
| | such <= 4
| | | to <= 22
| | | | are <= 2: Milton (2.0)
| | | | are > 2: London (5.0/1.0)
| | | to > 22: London (260.0/3.0)
| | such > 4
| | | up <= 1: Austen (7.0)
| | | up > 1: London (3.0)
| be > 9
| | to <= 38
| | | the <= 74: Shakespeare (9.0)
| | | the > 74: London (20.0/1.0)
| | to > 38
| | | her <= 5
| | | | then <= 2: Austen (4.0)
| | | | then > 2: London (7.0)
| | | her > 5: Austen (308.0)
Number of Leaves : 17
Size of the tree : 33
J48 pruned tree
------------------
was <= 8
| your <= 1: Milton (43.0)
| your > 1
| | or <= 14
| | | its <= 0
| | | | has <= 3
| | | | | from <= 12: Shakespeare (154.0)
| | | | | from > 12
| | | | | | any <= 0: Milton (2.0)
| | | | | | any > 0: Shakespeare (5.0)
| | | | has > 3
| | | | | an <= 1: Shakespeare (4.0)
| | | | | an > 1: Austen (2.0)
| | | its > 0
| | | | up <= 1: Austen (9.0/1.0)
| | | | up > 1: Shakespeare (3.0)
| | or > 14: Milton (9.0)
was > 8
| be <= 9
| | the <= 63
| | | to <= 45: Shakespeare (3.0)
| | | to > 45: Austen (13.0/1.0)
| | the > 63
| | | which <= 8: London (262.0/1.0)
| | | which > 8
| | | | are <= 1: London (6.0)
| | | | are > 1: Austen (2.0)
| be > 9
| | not <= 7: London (16.0)
| | not > 7
| | | her <= 3
| | | | its <= 0
| | | | | also <= 0: Shakespeare (6.0)
| | | | | also > 0: Milton (2.0)
| | | | its > 0: London (2.0)
| | | her > 3
| | | | to <= 35
| | | | | even <= 0
| | | | | | can <= 3: London (4.0)
| | | | | | can > 3: Austen (4.0)
| | | | | even > 0: Shakespeare (6.0)
| | | | to > 35: Austen (284.0/1.0)
Number of Leaves : 22
Size of the tree : 43
J48 pruned tree
------------------
was <= 8
| it <= 6
| | BookID <= 2: Milton (59.0)
| | BookID > 2: Shakespeare (8.0)
| it > 6
| | my <= 7
| | | a <= 25: London (4.0/1.0)
| | | a > 25: Austen (3.0)
| | my > 7: Shakespeare (160.0/2.0)
was > 8
| be <= 9
| | such <= 5
| | | than <= 6
| | | | which <= 10: London (254.0)
| | | | which > 10
| | | | | be <= 5: London (5.0/1.0)
| | | | | be > 5: Austen (2.0)
| | | than > 6
| | | | her <= 3: London (4.0)
| | | | her > 3: Shakespeare (4.0)
| | such > 5
| | | one <= 3: London (4.0)
| | | one > 3: Austen (7.0)
| be > 9
| | BookID <= 7
| | | not <= 7: London (14.0)
| | | not > 7
| | | | to <= 39
| | | | | at <= 2: Shakespeare (5.0)
| | | | | at > 2
| | | | | | any <= 4: London (15.0)
| | | | | | any > 4: Austen (8.0)
| | | | to > 39
| | | | | her <= 5
| | | | | | who <= 8: Austen (5.0)
| | | | | | who > 8: London (3.0/1.0)
| | | | | her > 5: Austen (268.0)
| | BookID > 7: Shakespeare (9.0)
Number of Leaves : 20
Size of the tree : 39
J48 pruned tree
------------------
was <= 8
| do <= 2
| | is <= 11: Milton (47.0)
| | is > 11: Shakespeare (10.0)
| do > 2
| | not <= 29: Shakespeare (149.0/1.0)
| | not > 29: Austen (4.0/1.0)
was > 8
| be <= 9
| | BookID <= 6
| | | so <= 10
| | | | with <= 23: London (254.0/1.0)
| | | | with > 23
| | | | | such <= 1: Milton (2.0)
| | | | | such > 1: London (5.0)
| | | so > 10
| | | | more <= 6: London (6.0/1.0)
| | | | more > 6: Austen (3.0)
| | BookID > 6
| | | BookID <= 8: Austen (6.0)
| | | BookID > 8: Shakespeare (4.0)
| be > 9
| | not <= 7: London (14.0)
| | not > 7
| | | to <= 38
| | | | the <= 74
| | | | | her <= 14: Shakespeare (10.0)
| | | | | her > 14: Austen (5.0)
| | | | the > 74: London (12.0)
| | | to > 38
| | | | the <= 91: Austen (301.0)
| | | | the > 91
| | | | | BookID <= 5: London (2.0)
| | | | | BookID > 5: Austen (7.0)
Number of Leaves : 18
Size of the tree : 35
J48 pruned tree
------------------
was <= 8
| your <= 2
| | upon <= 3: Milton (44.0)
| | upon > 3: Shakespeare (3.0)
| your > 2
| | has <= 4
| | | its <= 0
| | | | will <= 2
| | | | | all <= 10: Shakespeare (5.0)
| | | | | all > 10: Milton (2.0)
| | | | will > 2: Shakespeare (170.0)
| | | its > 0
| | | | BookID <= 5: Austen (3.0/1.0)
| | | | BookID > 5: Shakespeare (4.0)
| | has > 4: Austen (6.0/1.0)
was > 8
| be <= 9
| | the <= 61
| | | even <= 0: Shakespeare (5.0)
| | | even > 0: Austen (5.0/1.0)
| | the > 61
| | | such <= 4
| | | | than <= 5: London (260.0/1.0)
| | | | than > 5
| | | | | her <= 5: London (9.0)
| | | | | her > 5: Shakespeare (2.0)
| | | such > 4
| | | | been <= 2: London (6.0)
| | | | been > 2: Austen (2.0)
| be > 9
| | our <= 6
| | | her <= 5
| | | | not <= 13: London (9.0)
| | | | not > 13
| | | | | also <= 0
| | | | | | can <= 5: Shakespeare (4.0)
| | | | | | can > 5: Austen (2.0)
| | | | | also > 0: Milton (2.0)
| | | her > 5
| | | | not <= 9
| | | | | be <= 14: London (7.0)
| | | | | be > 14: Austen (2.0)
| | | | not > 9
| | | | | to <= 35
| | | | | | every <= 2: London (5.0)
| | | | | | every > 2: Austen (2.0)
| | | | | to > 35: Austen (269.0)
| | our > 6
| | | BookID <= 5: London (9.0)
| | | BookID > 5: Shakespeare (4.0)
Number of Leaves : 26
Size of the tree : 51
J48 pruned tree
------------------
was <= 8
| your <= 1: Milton (40.0/1.0)
| your > 1
| | or <= 16
| | | my <= 7
| | | | a <= 25: London (4.0/1.0)
| | | | a > 25: Austen (3.0)
| | | my > 7
| | | | has <= 3: Shakespeare (149.0)
| | | | has > 3: Austen (5.0/1.0)
| | or > 16: Milton (5.0)
was > 8
| be <= 9
| | a <= 16
| | | down <= 2
| | | | a <= 13: Milton (4.0)
| | | | a > 13: Austen (2.0)
| | | down > 2: London (2.0)
| | a > 16
| | | which <= 6
| | | | than <= 6: London (249.0)
| | | | than > 6
| | | | | her <= 3: London (8.0)
| | | | | her > 3: Shakespeare (2.0)
| | | which > 6
| | | | her <= 25: London (17.0)
| | | | her > 25: Austen (5.0)
| be > 9
| | to <= 40
| | | the <= 69
| | | | only <= 2: Shakespeare (10.0)
| | | | only > 2: Austen (2.0)
| | | the > 69
| | | | every <= 4: London (24.0)
| | | | every > 4: Austen (2.0)
| | to > 40
| | | her <= 4: London (8.0/1.0)
| | | her > 4
| | | | which <= 1
| | | | | every <= 3: Austen (6.0)
| | | | | every > 3: London (2.0)
| | | | which > 1: Austen (292.0)
Number of Leaves : 22
Size of the tree : 43
J48 pruned tree
------------------
was <= 8
| has <= 4
| | is <= 9
| | | from <= 7: Shakespeare (8.0)
| | | from > 7: Milton (61.0)
| | is > 9
| | | also <= 1: Shakespeare (149.0)
| | | also > 1
| | | | a <= 16: Milton (2.0)
| | | | a > 16: Shakespeare (2.0)
| has > 4: Austen (6.0/1.0)
was > 8
| be <= 9
| | BookID <= 6
| | | which <= 9: London (263.0/2.0)
| | | which > 9
| | | | be <= 6: London (3.0)
| | | | be > 6: Austen (7.0)
| | BookID > 6
| | | can <= 0: Austen (3.0)
| | | can > 0: Shakespeare (4.0)
| be > 9
| | her <= 6
| | | the <= 77
| | | | can <= 3: Shakespeare (8.0)
| | | | can > 3: Austen (6.0/1.0)
| | | the > 77: London (18.0)
| | her > 6
| | | not <= 9
| | | | BookID <= 5: London (7.0)
| | | | BookID > 5: Austen (3.0)
| | | not > 9
| | | | to <= 39
| | | | | should <= 1: London (2.0)
| | | | | should > 1: Austen (6.0)
| | | | to > 39: Austen (283.0)
Number of Leaves : 19
Size of the tree : 37
J48 pruned tree
------------------
was <= 8
| is <= 9
| | do <= 6: Milton (45.0)
| | do > 6: Shakespeare (5.0)
| is > 9
| | only <= 3: Shakespeare (166.0/1.0)
| | only > 3
| | | an <= 3: Milton (2.0/1.0)
| | | an > 3: Austen (5.0)
was > 8
| be <= 9
| | BookID <= 6
| | | such <= 4
| | | | their <= 16: London (254.0/1.0)
| | | | their > 16
| | | | | its <= 1: Milton (2.0)
| | | | | its > 1: London (5.0)
| | | such > 4
| | | | also <= 0: Austen (4.0)
| | | | also > 0: London (6.0)
| | BookID > 6
| | | upon <= 1: Austen (6.0)
| | | upon > 1: Shakespeare (2.0)
| be > 9
| | her <= 4
| | | the <= 76
| | | | down <= 0: Austen (2.0/1.0)
| | | | down > 0: Shakespeare (6.0)
| | | the > 76: London (17.0)
| | her > 4
| | | not <= 7
| | | | such <= 6: London (7.0)
| | | | such > 6: Austen (2.0)
| | | not > 7
| | | | to <= 36
| | | | | every <= 2
| | | | | | now <= 2: London (5.0)
| | | | | | now > 2: Shakespeare (3.0)
| | | | | every > 2: Austen (6.0)
| | | | to > 36: Austen (291.0)
Number of Leaves : 21
Size of the tree : 41
J48 pruned tree
------------------
was <= 8
| your <= 1
| | BookID <= 7: Milton (45.0)
| | BookID > 7: Shakespeare (2.0)
| your > 1
| | from <= 13
| | | has <= 5
| | | | can <= 6: Shakespeare (168.0/1.0)
| | | | can > 6
| | | | | an <= 4: Shakespeare (3.0)
| | | | | an > 4: Austen (2.0)
| | | has > 5: Austen (5.0)
| | from > 13: Milton (7.0)
was > 8
| be <= 9
| | which <= 8: London (266.0/3.0)
| | which > 8
| | | are <= 1: London (7.0)
| | | are > 1: Austen (11.0/1.0)
| be > 9
| | not <= 7
| | | down <= 0: Austen (2.0)
| | | down > 0: London (16.0)
| | not > 7
| | | her <= 3
| | | | its <= 0: Milton (3.0/1.0)
| | | | its > 0: London (11.0)
| | | her > 3
| | | | this <= 14: Austen (285.0/2.0)
| | | | this > 14
| | | | | from <= 4: Austen (2.0)
| | | | | from > 4: Shakespeare (6.0)
Number of Leaves : 17
Size of the tree : 33
J48 pruned tree
------------------
was <= 8
| your <= 1: Milton (51.0/1.0)
| your > 1
| | with <= 27
| | | can <= 6: Shakespeare (153.0/1.0)
| | | can > 6
| | | | an <= 4: Shakespeare (3.0/1.0)
| | | | an > 4: Austen (5.0)
| | with > 27: Milton (7.0)
was > 8
| be <= 9
| | BookID <= 6
| | | such <= 4: London (269.0/2.0)
| | | such > 4
| | | | for <= 13: London (5.0)
| | | | for > 13: Austen (9.0)
| | BookID > 6: Austen (9.0/1.0)
| be > 9
| | not <= 9
| | | BookID <= 5: London (19.0)
| | | BookID > 5: Austen (3.0)
| | not > 9
| | | her <= 3
| | | | were <= 6: Shakespeare (5.0/1.0)
| | | | were > 6: London (11.0)
| | | her > 3
| | | | to <= 36
| | | | | every <= 2
| | | | | | his <= 9: London (3.0)
| | | | | | his > 9: Shakespeare (3.0)
| | | | | every > 2: Austen (5.0)
| | | | to > 36: Austen (281.0)
Number of Leaves : 17
Size of the tree : 33
J48 pruned tree
------------------
was <= 8
| your <= 1
| | BookID <= 7: Milton (54.0)
| | BookID > 7: Shakespeare (2.0)
| your > 1
| | has <= 4
| | | is <= 9
| | | | an <= 2: Milton (5.0)
| | | | an > 2: Shakespeare (3.0)
| | | is > 9
| | | | its <= 0: Shakespeare (171.0)
| | | | its > 0
| | | | | any <= 3: Shakespeare (5.0)
| | | | | any > 3: Austen (2.0)
| | has > 4: Austen (7.0/1.0)
was > 8
| be <= 9
| | such <= 5
| | | then <= 8
| | | | any <= 4: London (251.0/1.0)
| | | | any > 4
| | | | | should <= 1: London (7.0)
| | | | | should > 1: Austen (2.0)
| | | then > 8
| | | | down <= 0: Shakespeare (2.0)
| | | | down > 0
| | | | | a <= 20: Milton (2.0)
| | | | | a > 20: London (3.0)
| | such > 5
| | | our <= 6: Austen (7.0)
| | | our > 6: London (3.0)
| be > 9
| | to <= 39
| | | the <= 69
| | | | only <= 1: Shakespeare (9.0)
| | | | only > 1: Austen (10.0)
| | | the > 69: London (30.0/1.0)
| | to > 39
| | | her <= 4
| | | | do <= 6: London (6.0)
| | | | do > 6: Austen (6.0)
| | | her > 4: Austen (254.0)
Number of Leaves : 22
Size of the tree : 43
J48 pruned tree
------------------
was <= 9
| has <= 4
| | your <= 2
| | | BookID <= 7: Milton (42.0)
| | | BookID > 7: Shakespeare (2.0)
| | your > 2
| | | from <= 15: Shakespeare (171.0/2.0)
| | | from > 15: Milton (5.0)
| has > 4: Austen (10.0)
was > 9
| be <= 9
| | such <= 5
| | | so <= 11: London (275.0/1.0)
| | | so > 11
| | | | has <= 1: London (5.0)
| | | | has > 1: Austen (3.0/1.0)
| | such > 5
| | | an <= 8: Austen (8.0)
| | | an > 8: London (2.0)
| be > 9
| | not <= 7: London (24.0)
| | not > 7
| | | her <= 2
| | | | that <= 23: Milton (2.0/1.0)
| | | | that > 23: London (11.0)
| | | her > 2
| | | | this <= 12
| | | | | to <= 35: London (9.0/1.0)
| | | | | to > 35: Austen (264.0/1.0)
| | | | this > 12
| | | | | any <= 3: Shakespeare (5.0)
| | | | | any > 3: Austen (3.0)
Number of Leaves : 17
Size of the tree : 33
J48 pruned tree
------------------
was <= 8
| has <= 3
| | your <= 1: Milton (52.0)
| | your > 1
| | | it <= 3: Milton (8.0)
| | | it > 3
| | | | have <= 3
| | | | | all <= 8: Shakespeare (4.0)
| | | | | all > 8: Milton (2.0)
| | | | have > 3: Shakespeare (144.0)
| has > 3
| | down <= 0: Austen (6.0)
| | down > 0: London (2.0/1.0)
was > 8
| be <= 9
| | BookID <= 6
| | | then <= 8
| | | | so <= 10: London (256.0)
| | | | so > 10
| | | | | also <= 0: Austen (3.0/1.0)
| | | | | also > 0: London (5.0)
| | | then > 8
| | | | a <= 20: Milton (3.0)
| | | | a > 20: London (4.0)
| | BookID > 6
| | | BookID <= 8: Austen (12.0)
| | | BookID > 8: Shakespeare (2.0)
| be > 9
| | BookID <= 7
| | | her <= 3
| | | | BookID <= 2
| | | | | may <= 2: London (10.0)
| | | | | may > 2: Milton (2.0)
| | | | BookID > 2: Shakespeare (3.0)
| | | her > 3
| | | | an <= 13
| | | | | to <= 35: London (10.0/1.0)
| | | | | to > 35: Austen (289.0/1.0)
| | | | an > 13
| | | | | should <= 1: London (9.0)
| | | | | should > 1: Austen (2.0)
| | BookID > 7: Shakespeare (13.0)
Number of Leaves : 22
Size of the tree : 43
J48 pruned tree
------------------
was <= 10
| is <= 9
| | BookID <= 2: Milton (57.0)
| | BookID > 2: Shakespeare (4.0/1.0)
| is > 9
| | or <= 13
| | | its <= 0: Shakespeare (158.0/1.0)
| | | its > 0
| | | | every <= 2
| | | | | been <= 4: Shakespeare (2.0)
| | | | | been > 4: Austen (3.0)
| | | | every > 2: London (3.0)
| | or > 13: Milton (8.0/1.0)
was > 10
| be <= 9
| | BookID <= 6
| | | such <= 4
| | | | or <= 7: London (269.0/1.0)
| | | | or > 7
| | | | | at <= 5: Milton (2.0)
| | | | | at > 5: London (6.0)
| | | such > 4
| | | | now <= 2: London (4.0)
| | | | now > 2: Austen (6.0)
| | BookID > 6: Austen (9.0/1.0)
| be > 9
| | BookID <= 7
| | | an <= 15
| | | | her <= 3
| | | | | can <= 1: London (6.0)
| | | | | can > 1: Milton (2.0/1.0)
| | | | her > 3
| | | | | to <= 39
| | | | | | should <= 1: London (5.0)
| | | | | | should > 1: Austen (12.0)
| | | | | to > 39: Austen (268.0)
| | | an > 15: London (8.0)
| | BookID > 7: Shakespeare (9.0)
Number of Leaves : 20
Size of the tree : 39
J48 pruned tree
------------------
was <= 10
| it <= 6
| | BookID <= 2: Milton (55.0)
| | BookID > 2: Shakespeare (5.0)
| it > 6
| | things <= 3
| | | has <= 2
| | | | its <= 0: Shakespeare (167.0)
| | | | its > 0
| | | | | in <= 17: Shakespeare (3.0)
| | | | | in > 17: Austen (3.0)
| | | has > 2
| | | | down <= 0: Austen (19.0)
| | | | down > 0: Shakespeare (3.0/1.0)
| | things > 3: Milton (5.0/1.0)
was > 10
| be <= 10
| | BookID <= 6
| | | the <= 61
| | | | also <= 0
| | | | | and <= 43: London (3.0)
| | | | | and > 43: Austen (3.0/1.0)
| | | | also > 0: Milton (3.0)
| | | the > 61
| | | | her <= 41: London (257.0)
| | | | her > 41
| | | | | all <= 10: Austen (3.0)
| | | | | all > 10: London (4.0)
| | BookID > 6: Austen (10.0)
| be > 10
| | her <= 3: London (18.0/1.0)
| | her > 3
| | | not <= 9: London (11.0/1.0)
| | | not > 9
| | | | any <= 0
| | | | | all <= 9: Shakespeare (5.0)
| | | | | all > 9: Austen (2.0/1.0)
| | | | any > 0: Austen (262.0/1.0)
Number of Leaves : 20
Size of the tree : 39
J48 pruned tree
------------------
was <= 10
| its <= 0
| | from <= 11
| | | or <= 15
| | | | your <= 1
| | | | | it <= 6: Milton (4.0)
| | | | | it > 6: Shakespeare (2.0)
| | | | your > 1
| | | | | has <= 3: Shakespeare (156.0)
| | | | | has > 3
| | | | | | a <= 41: Shakespeare (2.0)
| | | | | | a > 41: Austen (2.0)
| | | or > 15: Milton (8.0)
| | from > 11
| | | has <= 2: Milton (32.0)
| | | has > 2: Austen (2.0)
| its > 0
| | must <= 1: London (6.0)
| | must > 1: Austen (13.0/1.0)
was > 10
| be <= 11
| | BookID <= 6
| | | the <= 63
| | | | also <= 0
| | | | | no <= 5: London (2.0)
| | | | | no > 5: Austen (8.0)
| | | | also > 0: Milton (2.0)
| | | the > 63
| | | | such <= 5: London (291.0/1.0)
| | | | such > 5
| | | | | there <= 5: Austen (5.0)
| | | | | there > 5: London (3.0)
| | BookID > 6
| | | BookID <= 8: Austen (15.0)
| | | BookID > 8: Shakespeare (3.0)
| be > 11
| | her <= 2
| | | by <= 3: Shakespeare (3.0)
| | | by > 3: London (11.0)
| | her > 2
| | | BookID <= 7
| | | | then <= 4: Austen (252.0/1.0)
| | | | then > 4
| | | | | such <= 0: London (2.0)
| | | | | such > 0: Austen (10.0)
| | | BookID > 7: Shakespeare (7.0)
Number of Leaves : 24
Size of the tree : 47
J48 pruned tree
------------------
was <= 10
| your <= 2
| | BookID <= 3: Milton (55.0)
| | BookID > 3
| | | a <= 28: Shakespeare (2.0)
| | | a > 28: London (2.0)
| your > 2
| | only <= 4
| | | to <= 58
| | | | are <= 2
| | | | | for <= 10: Milton (3.0)
| | | | | for > 10: Shakespeare (7.0)
| | | | are > 2: Shakespeare (168.0)
| | | to > 58
| | | | an <= 3: Milton (4.0)
| | | | an > 3: Austen (2.0)
| | only > 4
| | | also <= 0: Austen (5.0)
| | | also > 0: London (2.0)
was > 10
| be <= 9
| | BookID <= 6
| | | such <= 4
| | | | so <= 13: London (236.0)
| | | | so > 13
| | | | | an <= 6: London (5.0)
| | | | | an > 6: Shakespeare (2.0)
| | | such > 4
| | | | her <= 29: London (8.0)
| | | | her > 29: Austen (6.0)
| | BookID > 6
| | | our <= 1: Austen (5.0)
| | | our > 1: Shakespeare (2.0)
| be > 9
| | not <= 6: London (10.0)
| | not > 6
| | | to <= 35
| | | | in <= 18: Shakespeare (7.0/1.0)
| | | | in > 18: London (8.0)
| | | to > 35
| | | | her <= 5
| | | | | but <= 13: London (5.0)
| | | | | but > 13: Austen (5.0/1.0)
| | | | her > 5: Austen (292.0)
Number of Leaves : 23
Size of the tree : 45
J48 pruned tree
------------------
was <= 10
| it <= 6
| | BookID <= 2: Milton (57.0)
| | BookID > 2: Shakespeare (6.0)
| it > 6
| | has <= 3
| | | its <= 0: Shakespeare (155.0/1.0)
| | | its > 0
| | | | would <= 2: London (3.0)
| | | | would > 2: Shakespeare (3.0/1.0)
| | has > 3
| | | BookID <= 6: Austen (12.0/1.0)
| | | BookID > 6: Shakespeare (2.0)
was > 10
| be <= 9
| | BookID <= 6
| | | not <= 21: London (263.0/2.0)
| | | not > 21
| | | | down <= 0: Austen (2.0)
| | | | down > 0
| | | | | any <= 2: London (3.0)
| | | | | any > 2: Shakespeare (2.0)
| | BookID > 6
| | | our <= 1: Austen (4.0)
| | | our > 1: Shakespeare (3.0)
| be > 9
| | her <= 4
| | | if <= 7: London (13.0)
| | | if > 7
| | | | an <= 5: Shakespeare (2.0)
| | | | an > 5: Austen (2.0)
| | her > 4
| | | the <= 95: Austen (299.0/3.0)
| | | the > 95
| | | | then <= 2: Austen (5.0)
| | | | then > 2: London (5.0)
Number of Leaves : 19
Size of the tree : 37
J48 pruned tree
------------------
was <= 10
| your <= 1: Milton (38.0)
| your > 1
| | has <= 3
| | | can <= 6
| | | | with <= 25: Shakespeare (164.0)
| | | | with > 25
| | | | | was <= 3: Shakespeare (3.0)
| | | | | was > 3: Milton (3.0)
| | | can > 6
| | | | a <= 39: Austen (3.0/1.0)
| | | | a > 39: Shakespeare (2.0)
| | has > 3
| | | even <= 3
| | | | BookID <= 6: Austen (13.0)
| | | | BookID > 6: Shakespeare (3.0)
| | | even > 3: London (3.0)
was > 10
| be <= 9
| | such <= 5
| | | not <= 20: London (266.0/2.0)
| | | not > 20
| | | | things <= 0: Shakespeare (3.0/1.0)
| | | | things > 0: London (4.0)
| | such > 5
| | | now <= 2: London (2.0)
| | | now > 2: Austen (7.0)
| be > 9
| | not <= 7: London (21.0/1.0)
| | not > 7
| | | her <= 2
| | | | her <= 0: London (10.0/1.0)
| | | | her > 0: Milton (3.0)
| | | her > 2
| | | | to <= 35
| | | | | even <= 0
| | | | | | BookID <= 3: Austen (2.0)
| | | | | | BookID > 3: London (5.0)
| | | | | even > 0: Shakespeare (2.0)
| | | | to > 35: Austen (284.0/1.0)
Number of Leaves : 21
Size of the tree : 41