=== Run information ===
Scheme: weka.classifiers.trees.J48 -C 0.25 -M 2
Relation: outmacro.txt-weka.filters.unsupervised.attribute.Remove-R1-weka.filters.unsupervised.attribute.Remove-R2,11-19,51-52,76-78,80,82,86,89-weka.filters.unsupervised.attribute.Remove-R8-9-weka.filters.unsupervised.attribute.Remove-R1-weka.filters.unsupervised.attribute.Remove-R38-58-weka.filters.unsupervised.instance.RemoveWithValues-S17.0-Cfirst-Lfirst-last-weka.filters.unsupervised.instance.RemoveWithValues-S18.0-Cfirst-Lfirst-last-weka.filters.unsupervised.attribute.NumericToNominal-R38-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F1-S2-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F1-S2-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F1-S2-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F1-S2-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F1-S2-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F1-S2-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F1-S2-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F1-S2-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F1-S2-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F2-S3-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F2-S3-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F2-S3-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F2-S3-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F2-S3-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F2-S3-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F3-S4-weka.filters.unsupervised.attribute.ClassAssigner-C38-weka.filters.unsupervised.attribute.ClassAssigner-C38-weka.filters.unsupervised.attribute.Reorder-R1-last,38-weka.filters.unsupervised.attribute.Remove-R38-weka.filters.unsupervised.attribute.Remove-R1,3-15,17-18,21-23,26,28,31,33-34,36-37,40-46-weka.filters.unsupervised.attribute.Remove-R12-13
Instances: 952
Attributes: 12
gender
tired
eat_work_worry_bed
wake_am_headache
leg_uneasy
leg_crawly
paralysis
unable_move
vivid_dream_nightmares
wa_confused
epworth_score
bdi
Test mode: 10-fold cross-validation
=== Classifier model (full training set) ===
J48 pruned tree
------------------
eat_work_worry_bed <= 1
| epworth_score <= 27
| | wa_confused <= 0: 0_1_2_3_4_5_6_7_8_9 (311.94/85.39)
| | wa_confused > 0
| | | leg_crawly <= 2
| | | | wa_confused <= 2
| | | | | unable_move <= 0
| | | | | | leg_crawly <= 1
| | | | | | | tired <= 2: 0_1_2_3_4_5_6_7_8_9 (9.72/1.7)
| | | | | | | tired > 2
| | | | | | | | gender = m
| | | | | | | | | epworth_score <= 24: 0_1_2_3_4_5_6_7_8_9 (6.01/1.01)
| | | | | | | | | epworth_score > 24: 10_11_12_13_14_15_16 (2.12/0.12)
| | | | | | | | gender = f: 10_11_12_13_14_15_16 (7.95/3.95)
| | | | | | leg_crawly > 1: 10_11_12_13_14_15_16 (2.08/0.08)
| | | | | unable_move > 0
| | | | | | paralysis <= 0: 0_1_2_3_4_5_6_7_8_9 (6.72/0.69)
| | | | | | paralysis > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.35/1.01)
| | | | wa_confused > 2
| | | | | wake_am_headache <= 0: 0_1_2_3_4_5_6_7_8_9 (2.04/1.01)
| | | | | wake_am_headache > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (4.03/1.01)
| | | leg_crawly > 2
| | | | epworth_score <= 23: 10_11_12_13_14_15_16 (2.12/0.12)
| | | | epworth_score > 23: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.01/1.01)
| epworth_score > 27
| | paralysis <= 0
| | | gender = m
| | | | leg_crawly <= 1
| | | | | wake_am_headache <= 2
| | | | | | epworth_score <= 38
| | | | | | | unable_move <= 0
| | | | | | | | wake_am_headache <= 0
| | | | | | | | | eat_work_worry_bed <= 0: 0_1_2_3_4_5_6_7_8_9 (19.88/6.04)
| | | | | | | | | eat_work_worry_bed > 0: 10_11_12_13_14_15_16 (6.05/2.05)
| | | | | | | | wake_am_headache > 0
| | | | | | | | | eat_work_worry_bed <= 0
| | | | | | | | | | epworth_score <= 29
| | | | | | | | | | | vivid_dream_nightmares <= 1: 0_1_2_3_4_5_6_7_8_9 (2.0/0.0)
| | | | | | | | | | | vivid_dream_nightmares > 1: 10_11_12_13_14_15_16 (2.0/0.0)
| | | | | | | | | | epworth_score > 29: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (5.84/1.83)
| | | | | | | | | eat_work_worry_bed > 0: 0_1_2_3_4_5_6_7_8_9 (6.61/1.57)
| | | | | | | unable_move > 0: 0_1_2_3_4_5_6_7_8_9 (6.05/2.01)
| | | | | | epworth_score > 38: 0_1_2_3_4_5_6_7_8_9 (12.02/3.02)
| | | | | wake_am_headache > 2: 10_11_12_13_14_15_16 (8.06/2.06)
| | | | leg_crawly > 1
| | | | | wake_am_headache <= 2: 10_11_12_13_14_15_16 (24.67/10.45)
| | | | | wake_am_headache > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (2.01/0.01)
| | | gender = f
| | | | tired <= 1: 0_1_2_3_4_5_6_7_8_9 (4.0/1.0)
| | | | tired > 1
| | | | | unable_move <= 0
| | | | | | wake_am_headache <= 1
| | | | | | | eat_work_worry_bed <= 0
| | | | | | | | tired <= 2: 0_1_2_3_4_5_6_7_8_9 (2.0)
| | | | | | | | tired > 2
| | | | | | | | | epworth_score <= 28: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (2.0)
| | | | | | | | | epworth_score > 28: 0_1_2_3_4_5_6_7_8_9 (11.0/4.0)
| | | | | | | eat_work_worry_bed > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (12.0/4.0)
| | | | | | wake_am_headache > 1
| | | | | | | wa_confused <= 2
| | | | | | | | tired <= 2: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (6.0/2.0)
| | | | | | | | tired > 2: 10_11_12_13_14_15_16 (21.39/8.62)
| | | | | | | wa_confused > 2: 0_1_2_3_4_5_6_7_8_9 (2.0)
| | | | | unable_move > 0
| | | | | | eat_work_worry_bed <= 0: 10_11_12_13_14_15_16 (10.0/3.0)
| | | | | | eat_work_worry_bed > 0
| | | | | | | leg_uneasy <= 1: 10_11_12_13_14_15_16 (3.0)
| | | | | | | leg_uneasy > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (4.0/1.0)
| | paralysis > 0
| | | wa_confused <= 2
| | | | tired <= 2
| | | | | unable_move <= 1: 0_1_2_3_4_5_6_7_8_9 (5.44/1.24)
| | | | | unable_move > 1: 10_11_12_13_14_15_16 (3.0/1.0)
| | | | tired > 2
| | | | | eat_work_worry_bed <= 0
| | | | | | paralysis <= 1: 10_11_12_13_14_15_16 (4.96/1.82)
| | | | | | paralysis > 1
| | | | | | | epworth_score <= 36: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.36/1.36)
| | | | | | | epworth_score > 36: 0_1_2_3_4_5_6_7_8_9 (8.01/2.01)
| | | | | eat_work_worry_bed > 0
| | | | | | paralysis <= 1: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (7.84/2.03)
| | | | | | paralysis > 1
| | | | | | | paralysis <= 2
| | | | | | | | leg_crawly <= 1: 10_11_12_13_14_15_16 (3.01/0.01)
| | | | | | | | leg_crawly > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (2.01/0.01)
| | | | | | | paralysis > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (4.02/1.01)
| | | wa_confused > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (10.24/2.03)
eat_work_worry_bed > 1
| paralysis <= 1
| | leg_crawly <= 0
| | | wa_confused <= 2
| | | | wa_confused <= 0
| | | | | gender = m
| | | | | | unable_move <= 0
| | | | | | | paralysis <= 0
| | | | | | | | tired <= 1
| | | | | | | | | epworth_score <= 19: 0_1_2_3_4_5_6_7_8_9 (6.01/1.01)
| | | | | | | | | epworth_score > 19: 10_11_12_13_14_15_16 (2.0/0.0)
| | | | | | | | tired > 1
| | | | | | | | | tired <= 2
| | | | | | | | | | vivid_dream_nightmares <= 0: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (4.01/2.0)
| | | | | | | | | | vivid_dream_nightmares > 0: 0_1_2_3_4_5_6_7_8_9 (7.4/1.02)
| | | | | | | | | tired > 2
| | | | | | | | | | vivid_dream_nightmares <= 0
| | | | | | | | | | | eat_work_worry_bed <= 2
| | | | | | | | | | | | epworth_score <= 34: 10_11_12_13_14_15_16 (3.03/1.03)
| | | | | | | | | | | | epworth_score > 34: 0_1_2_3_4_5_6_7_8_9 (3.01/0.01)
| | | | | | | | | | | eat_work_worry_bed > 2: 0_1_2_3_4_5_6_7_8_9 (5.03/1.01)
| | | | | | | | | | vivid_dream_nightmares > 0
| | | | | | | | | | | wake_am_headache <= 0
| | | | | | | | | | | | leg_uneasy <= 0: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.02/1.01)
| | | | | | | | | | | | leg_uneasy > 0: 0_1_2_3_4_5_6_7_8_9 (5.03/1.01)
| | | | | | | | | | | wake_am_headache > 0
| | | | | | | | | | | | eat_work_worry_bed <= 2
| | | | | | | | | | | | | wake_am_headache <= 1: 0_1_2_3_4_5_6_7_8_9 (2.01/1.0)
| | | | | | | | | | | | | wake_am_headache > 1: 10_11_12_13_14_15_16 (4.02/1.02)
| | | | | | | | | | | | eat_work_worry_bed > 2
| | | | | | | | | | | | | wake_am_headache <= 2: 10_11_12_13_14_15_16 (5.03/1.03)
| | | | | | | | | | | | | wake_am_headache > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (2.01/0.01)
| | | | | | | paralysis > 0: 0_1_2_3_4_5_6_7_8_9 (2.01/1.0)
| | | | | | unable_move > 0
| | | | | | | eat_work_worry_bed <= 2: 0_1_2_3_4_5_6_7_8_9 (2.01/0.0)
| | | | | | | eat_work_worry_bed > 2
| | | | | | | | unable_move <= 1: 0_1_2_3_4_5_6_7_8_9 (5.02/1.01)
| | | | | | | | unable_move > 1: 10_11_12_13_14_15_16 (2.01/0.01)
| | | | | gender = f
| | | | | | vivid_dream_nightmares <= 0: 0_1_2_3_4_5_6_7_8_9 (18.1/7.87)
| | | | | | vivid_dream_nightmares > 0
| | | | | | | epworth_score <= 25
| | | | | | | | epworth_score <= 17
| | | | | | | | | epworth_score <= 13: 0_1_2_3_4_5_6_7_8_9 (4.09/2.0)
| | | | | | | | | epworth_score > 13: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.87)
| | | | | | | | epworth_score > 17: 10_11_12_13_14_15_16 (12.06/2.48)
| | | | | | | epworth_score > 25
| | | | | | | | vivid_dream_nightmares <= 2
| | | | | | | | | wake_am_headache <= 0: 0_1_2_3_4_5_6_7_8_9 (2.01)
| | | | | | | | | wake_am_headache > 0
| | | | | | | | | | eat_work_worry_bed <= 2
| | | | | | | | | | | wake_am_headache <= 2: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.01/0.01)
| | | | | | | | | | | wake_am_headache > 2: 0_1_2_3_4_5_6_7_8_9 (2.01)
| | | | | | | | | | eat_work_worry_bed > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (6.24/0.24)
| | | | | | | | vivid_dream_nightmares > 2
| | | | | | | | | wake_am_headache <= 2: 10_11_12_13_14_15_16 (6.17/3.17)
| | | | | | | | | wake_am_headache > 2: 0_1_2_3_4_5_6_7_8_9 (3.01)
| | | | wa_confused > 0
| | | | | tired <= 2
| | | | | | unable_move <= 0: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (5.49/1.01)
| | | | | | unable_move > 0: 10_11_12_13_14_15_16 (2.0/0.0)
| | | | | tired > 2
| | | | | | paralysis <= 0
| | | | | | | unable_move <= 0
| | | | | | | | leg_uneasy <= 0
| | | | | | | | | vivid_dream_nightmares <= 1
| | | | | | | | | | wake_am_headache <= 1
| | | | | | | | | | | epworth_score <= 20: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.01/1.01)
| | | | | | | | | | | epworth_score > 20: 10_11_12_13_14_15_16 (2.01/0.01)
| | | | | | | | | | wake_am_headache > 1: 0_1_2_3_4_5_6_7_8_9 (3.01/1.0)
| | | | | | | | | vivid_dream_nightmares > 1: 0_1_2_3_4_5_6_7_8_9 (9.13/3.09)
| | | | | | | | leg_uneasy > 0
| | | | | | | | | wa_confused <= 1
| | | | | | | | | | wake_am_headache <= 1
| | | | | | | | | | | gender = m: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.85/1.01)
| | | | | | | | | | | gender = f: 10_11_12_13_14_15_16 (6.02/2.02)
| | | | | | | | | | wake_am_headache > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.01/0.01)
| | | | | | | | | wa_confused > 1: 10_11_12_13_14_15_16 (2.84/1.01)
| | | | | | | unable_move > 0
| | | | | | | | vivid_dream_nightmares <= 1: 10_11_12_13_14_15_16 (3.01/1.01)
| | | | | | | | vivid_dream_nightmares > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (6.05/1.02)
| | | | | | paralysis > 0: 10_11_12_13_14_15_16 (2.09/0.05)
| | | wa_confused > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (9.95/2.03)
| | leg_crawly > 0
| | | unable_move <= 1
| | | | eat_work_worry_bed <= 2
| | | | | vivid_dream_nightmares <= 2
| | | | | | wake_am_headache <= 2
| | | | | | | vivid_dream_nightmares <= 1
| | | | | | | | wa_confused <= 0
| | | | | | | | | wake_am_headache <= 0
| | | | | | | | | | tired <= 1: 10_11_12_13_14_15_16 (2.0/0.0)
| | | | | | | | | | tired > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (2.43/0.43)
| | | | | | | | | wake_am_headache > 0
| | | | | | | | | | epworth_score <= 28: 0_1_2_3_4_5_6_7_8_9 (5.03/0.01)
| | | | | | | | | | epworth_score > 28
| | | | | | | | | | | gender = m
| | | | | | | | | | | | epworth_score <= 40: 10_11_12_13_14_15_16 (5.02/1.02)
| | | | | | | | | | | | epworth_score > 40: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (2.0/1.0)
| | | | | | | | | | | gender = f: 0_1_2_3_4_5_6_7_8_9 (2.0/1.0)
| | | | | | | | wa_confused > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.01/1.01)
| | | | | | | vivid_dream_nightmares > 1
| | | | | | | | leg_uneasy <= 2
| | | | | | | | | paralysis <= 0
| | | | | | | | | | gender = m
| | | | | | | | | | | unable_move <= 0: 10_11_12_13_14_15_16 (3.01/0.01)
| | | | | | | | | | | unable_move > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.01/1.01)
| | | | | | | | | | gender = f: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (4.02/1.02)
| | | | | | | | | paralysis > 0: 10_11_12_13_14_15_16 (5.02/1.02)
| | | | | | | | leg_uneasy > 2: 0_1_2_3_4_5_6_7_8_9 (5.02/2.01)
| | | | | | wake_am_headache > 2
| | | | | | | leg_uneasy <= 1: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (2.01/0.01)
| | | | | | | leg_uneasy > 1: 10_11_12_13_14_15_16 (5.02/1.02)
| | | | | vivid_dream_nightmares > 2
| | | | | | tired <= 2: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.01/1.0)
| | | | | | tired > 2
| | | | | | | epworth_score <= 39: 0_1_2_3_4_5_6_7_8_9 (2.02/0.0)
| | | | | | | epworth_score > 39: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (2.18)
| | | | eat_work_worry_bed > 2
| | | | | gender = m
| | | | | | tired <= 2: 10_11_12_13_14_15_16 (2.01/0.01)
| | | | | | tired > 2
| | | | | | | wake_am_headache <= 0
| | | | | | | | leg_uneasy <= 2: 10_11_12_13_14_15_16 (2.01/0.01)
| | | | | | | | leg_uneasy > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (2.01/0.01)
| | | | | | | wake_am_headache > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (14.1/1.05)
| | | | | gender = f
| | | | | | paralysis <= 0
| | | | | | | vivid_dream_nightmares <= 2
| | | | | | | | unable_move <= 0
| | | | | | | | | wa_confused <= 1
| | | | | | | | | | leg_uneasy <= 1: 10_11_12_13_14_15_16 (2.16/0.16)
| | | | | | | | | | leg_uneasy > 1
| | | | | | | | | | | epworth_score <= 20: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.02/0.02)
| | | | | | | | | | | epworth_score > 20
| | | | | | | | | | | | leg_uneasy <= 2
| | | | | | | | | | | | | vivid_dream_nightmares <= 1: 10_11_12_13_14_15_16 (4.01/1.01)
| | | | | | | | | | | | | vivid_dream_nightmares > 1: 0_1_2_3_4_5_6_7_8_9 (4.01/2.0)
| | | | | | | | | | | | leg_uneasy > 2
| | | | | | | | | | | | | wake_am_headache <= 2: 0_1_2_3_4_5_6_7_8_9 (3.01/1.0)
| | | | | | | | | | | | | wake_am_headache > 2: 10_11_12_13_14_15_16 (2.0/0.0)
| | | | | | | | | wa_confused > 1: 10_11_12_13_14_15_16 (2.01/0.01)
| | | | | | | | unable_move > 0: 0_1_2_3_4_5_6_7_8_9 (2.02/1.0)
| | | | | | | vivid_dream_nightmares > 2
| | | | | | | | wake_am_headache <= 0: 10_11_12_13_14_15_16 (2.01/0.01)
| | | | | | | | wake_am_headache > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (12.72/4.15)
| | | | | | paralysis > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (8.4/2.09)
| | | unable_move > 1
| | | | wa_confused <= 0
| | | | | leg_uneasy <= 2: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (2.04/0.04)
| | | | | leg_uneasy > 2: 10_11_12_13_14_15_16 (2.01/0.01)
| | | | wa_confused > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (7.1/0.02)
| paralysis > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (46.26/10.4)
Number of Leaves : 121
Size of the tree : 241
Time taken to build model: 3.7 seconds
=== Stratified cross-validation ===
=== Summary ===
Correctly Classified Instances 463 48.7882 %
Incorrectly Classified Instances 486 51.2118 %
Kappa statistic 0.1854
Mean absolute error 0.3772
Root mean squared error 0.5033
Relative absolute error 87.5555 %
Root relative squared error 108.4439 %
Total Number of Instances 949
Ignored Class Unknown Instances 3
=== Detailed Accuracy By Class ===
TP Rate FP Rate Precision Recall F-Measure ROC Area Class
0.707 0.427 0.575 0.707 0.634 0.66 0_1_2_3_4_5_6_7_8_9
0.216 0.188 0.312 0.216 0.255 0.491 10_11_12_13_14_15_16
0.407 0.194 0.433 0.407 0.42 0.638 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52
=== Confusion Matrix ===
a b c <-- classified as
302 61 64 | a = 0_1_2_3_4_5_6_7_8_9
140 58 71 | b = 10_11_12_13_14_15_16
83 67 103 | c = 17_18_19_20_21_22_23_24_25_26_27_28_29_30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52
|