=== 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
Instances: 952
Attributes: 14
gender
tired
eat_work_worry_bed
wake_am_headache
leg_uneasy
leg_crawly
paralysis
unable_move
vivid_dream_nightmares
wa_confused
epworth_score
if_eat_less
exercise_rate
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
| | | | | | exercise_rate <= 5: 0_1_2_3_4_5_6_7_8_9 (25.26/10.15)
| | | | | | exercise_rate > 5: 10_11_12_13_14_15_16 (2.62/0.62)
| | | | | 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
| | | unable_move <= 1
| | | | gender = m
| | | | | if_eat_less = u: 0_1_2_3_4_5_6_7_8_9 (54.6/24.17)
| | | | | if_eat_less = y
| | | | | | wake_am_headache <= 1
| | | | | | | eat_work_worry_bed <= 0
| | | | | | | | epworth_score <= 28: 10_11_12_13_14_15_16 (2.0)
| | | | | | | | epworth_score > 28: 0_1_2_3_4_5_6_7_8_9 (5.77/1.77)
| | | | | | | eat_work_worry_bed > 0: 10_11_12_13_14_15_16 (6.77)
| | | | | | wake_am_headache > 1
| | | | | | | leg_crawly <= 1
| | | | | | | | epworth_score <= 38: 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 (3.0/1.0)
| | | | | | | | epworth_score > 38: 0_1_2_3_4_5_6_7_8_9 (3.0)
| | | | | | | leg_crawly > 1
| | | | | | | | epworth_score <= 46: 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 > 46: 10_11_12_13_14_15_16 (2.0)
| | | | | if_eat_less = n
| | | | | | wake_am_headache <= 0
| | | | | | | leg_uneasy <= 1: 0_1_2_3_4_5_6_7_8_9 (3.0/1.0)
| | | | | | | leg_uneasy > 1: 10_11_12_13_14_15_16 (2.0)
| | | | | | wake_am_headache > 0: 0_1_2_3_4_5_6_7_8_9 (5.0/1.0)
| | | | gender = f
| | | | | if_eat_less = u
| | | | | | exercise_rate <= 2
| | | | | | | wake_am_headache <= 1
| | | | | | | | leg_crawly <= 2
| | | | | | | | | vivid_dream_nightmares <= 0: 10_11_12_13_14_15_16 (3.0/1.0)
| | | | | | | | | vivid_dream_nightmares > 0
| | | | | | | | | | vivid_dream_nightmares <= 2: 0_1_2_3_4_5_6_7_8_9 (6.0/1.0)
| | | | | | | | | | vivid_dream_nightmares > 2: 10_11_12_13_14_15_16 (3.0/1.0)
| | | | | | | | leg_crawly > 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 (2.0)
| | | | | | | wake_am_headache > 1
| | | | | | | | 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 (4.0/1.0)
| | | | | | | | tired > 2: 10_11_12_13_14_15_16 (5.77)
| | | | | | exercise_rate > 2: 0_1_2_3_4_5_6_7_8_9 (10.0/3.0)
| | | | | if_eat_less = y
| | | | | | eat_work_worry_bed <= 0
| | | | | | | unable_move <= 0
| | | | | | | | exercise_rate <= 2
| | | | | | | | | exercise_rate <= 1
| | | | | | | | | | vivid_dream_nightmares <= 1: 0_1_2_3_4_5_6_7_8_9 (3.0)
| | | | | | | | | | vivid_dream_nightmares > 1: 10_11_12_13_14_15_16 (4.38/1.38)
| | | | | | | | | exercise_rate > 1: 10_11_12_13_14_15_16 (4.0/1.0)
| | | | | | | | exercise_rate > 2: 0_1_2_3_4_5_6_7_8_9 (5.0/1.0)
| | | | | | | unable_move > 0: 10_11_12_13_14_15_16 (2.0)
| | | | | | eat_work_worry_bed > 0
| | | | | | | wake_am_headache <= 1
| | | | | | | | 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 (4.0/1.0)
| | | | | | | | wake_am_headache > 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 (2.0)
| | | | | | | | | leg_uneasy > 1: 0_1_2_3_4_5_6_7_8_9 (2.0)
| | | | | | | wake_am_headache > 1: 10_11_12_13_14_15_16 (3.23/0.23)
| | | | | if_eat_less = n: 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 (6.0/1.0)
| | | unable_move > 1
| | | | leg_crawly <= 0: 10_11_12_13_14_15_16 (8.03/0.03)
| | | | leg_crawly > 0
| | | | | gender = m: 10_11_12_13_14_15_16 (3.02/1.02)
| | | | | gender = f: 0_1_2_3_4_5_6_7_8_9 (3.0/1.0)
| | 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
| | | | | | if_eat_less = u
| | | | | | | wa_confused <= 0: 0_1_2_3_4_5_6_7_8_9 (2.82/0.01)
| | | | | | | wa_confused > 0
| | | | | | | | 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 (2.25/0.25)
| | | | | | | | wake_am_headache > 2
| | | | | | | | | leg_uneasy <= 2: 0_1_2_3_4_5_6_7_8_9 (2.02/0.0)
| | | | | | | | | 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 (2.02/0.01)
| | | | | | if_eat_less = y
| | | | | | | wa_confused <= 1: 10_11_12_13_14_15_16 (4.23/1.0)
| | | | | | | wa_confused > 1: 0_1_2_3_4_5_6_7_8_9 (2.0)
| | | | | | if_eat_less = n: 10_11_12_13_14_15_16 (1.0)
| | | | | 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 (16.88/6.06)
| | | 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
| | | | exercise_rate <= 1
| | | | | gender = m
| | | | | | unable_move <= 1
| | | | | | | if_eat_less = u: 0_1_2_3_4_5_6_7_8_9 (42.6/19.04)
| | | | | | | if_eat_less = y
| | | | | | | | leg_uneasy <= 0
| | | | | | | | | wake_am_headache <= 0: 10_11_12_13_14_15_16 (3.0)
| | | | | | | | | 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 (5.0/1.0)
| | | | | | | | leg_uneasy > 0
| | | | | | | | | leg_uneasy <= 2: 0_1_2_3_4_5_6_7_8_9 (2.0)
| | | | | | | | | 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 (3.0/1.0)
| | | | | | | if_eat_less = n
| | | | | | | | leg_uneasy <= 0
| | | | | | | | | eat_work_worry_bed <= 2: 10_11_12_13_14_15_16 (3.0/1.0)
| | | | | | | | | 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 (2.0)
| | | | | | | | leg_uneasy > 0: 0_1_2_3_4_5_6_7_8_9 (3.0/1.0)
| | | | | | unable_move > 1
| | | | | | | eat_work_worry_bed <= 2: 0_1_2_3_4_5_6_7_8_9 (2.01/0.01)
| | | | | | | eat_work_worry_bed > 2: 10_11_12_13_14_15_16 (3.02/0.02)
| | | | | gender = f
| | | | | | unable_move <= 0
| | | | | | | wa_confused <= 1
| | | | | | | | eat_work_worry_bed <= 2
| | | | | | | | | epworth_score <= 19: 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 (5.11)
| | | | | | | | | epworth_score > 19
| | | | | | | | | | epworth_score <= 26: 10_11_12_13_14_15_16 (7.11/0.11)
| | | | | | | | | | epworth_score > 26: 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 (7.0/3.0)
| | | | | | | | eat_work_worry_bed > 2
| | | | | | | | | if_eat_less = u
| | | | | | | | | | wake_am_headache <= 1
| | | | | | | | | | | wake_am_headache <= 0: 0_1_2_3_4_5_6_7_8_9 (3.76/1.0)
| | | | | | | | | | | wake_am_headache > 0
| | | | | | | | | | | | epworth_score <= 25: 10_11_12_13_14_15_16 (2.0)
| | | | | | | | | | | | epworth_score > 25: 0_1_2_3_4_5_6_7_8_9 (3.0/1.0)
| | | | | | | | | | 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 (3.0)
| | | | | | | | | if_eat_less = y
| | | | | | | | | | leg_uneasy <= 1: 0_1_2_3_4_5_6_7_8_9 (7.6/4.18)
| | | | | | | | | | leg_uneasy > 1: 10_11_12_13_14_15_16 (3.0)
| | | | | | | | | if_eat_less = n
| | | | | | | | | | vivid_dream_nightmares <= 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 (4.82/1.0)
| | | | | | | | | | vivid_dream_nightmares > 2: 10_11_12_13_14_15_16 (4.0/2.0)
| | | | | | | wa_confused > 1: 10_11_12_13_14_15_16 (2.91/0.03)
| | | | | | unable_move > 0
| | | | | | | vivid_dream_nightmares <= 1
| | | | | | | | 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 (2.08/0.03)
| | | | | | | | wa_confused > 0: 10_11_12_13_14_15_16 (2.0)
| | | | | | | 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 (7.3/0.06)
| | | | exercise_rate > 1
| | | | | exercise_rate <= 5
| | | | | | wa_confused <= 0
| | | | | | | vivid_dream_nightmares <= 0: 0_1_2_3_4_5_6_7_8_9 (10.32/1.0)
| | | | | | | vivid_dream_nightmares > 0
| | | | | | | | if_eat_less = u: 10_11_12_13_14_15_16 (6.67/2.09)
| | | | | | | | if_eat_less = y
| | | | | | | | | exercise_rate <= 2: 10_11_12_13_14_15_16 (3.0/1.0)
| | | | | | | | | exercise_rate > 2: 0_1_2_3_4_5_6_7_8_9 (6.09/1.0)
| | | | | | | | if_eat_less = n: 0_1_2_3_4_5_6_7_8_9 (3.0/1.0)
| | | | | | wa_confused > 0
| | | | | | | 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 (3.01/0.01)
| | | | | | | tired > 2: 0_1_2_3_4_5_6_7_8_9 (6.07/1.0)
| | | | | exercise_rate > 5: 10_11_12_13_14_15_16 (3.27/1.27)
| | | wa_confused > 2
| | | | gender = m
| | | | | exercise_rate <= 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 (3.02/0.01)
| | | | | exercise_rate > 0: 0_1_2_3_4_5_6_7_8_9 (2.0)
| | | | 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 (4.93/0.02)
| | leg_crawly > 0
| | | unable_move <= 1
| | | | eat_work_worry_bed <= 2
| | | | | if_eat_less = u
| | | | | | leg_crawly <= 1
| | | | | | | epworth_score <= 25: 0_1_2_3_4_5_6_7_8_9 (3.25/0.22)
| | | | | | | epworth_score > 25: 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 (8.05/2.03)
| | | | | | leg_crawly > 1
| | | | | | | 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 (7.27/2.25)
| | | | | | | wa_confused > 0: 10_11_12_13_14_15_16 (4.03/1.03)
| | | | | if_eat_less = y
| | | | | | leg_crawly <= 2
| | | | | | | wa_confused <= 0: 10_11_12_13_14_15_16 (12.21/4.21)
| | | | | | | wa_confused > 0
| | | | | | | | epworth_score <= 35: 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)
| | | | | | | | epworth_score > 35: 10_11_12_13_14_15_16 (2.0)
| | | | | | leg_crawly > 2: 0_1_2_3_4_5_6_7_8_9 (3.01/1.0)
| | | | | if_eat_less = n
| | | | | | epworth_score <= 30
| | | | | | | epworth_score <= 24: 10_11_12_13_14_15_16 (3.0)
| | | | | | | epworth_score > 24: 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)
| | | | | | epworth_score > 30: 0_1_2_3_4_5_6_7_8_9 (7.0/2.0)
| | | | 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
| | | | | | | | | if_eat_less = u
| | | | | | | | | | epworth_score <= 34: 10_11_12_13_14_15_16 (4.03/0.03)
| | | | | | | | | | epworth_score > 34
| | | | | | | | | | | 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 (3.0/1.0)
| | | | | | | | | | | leg_uneasy > 2: 0_1_2_3_4_5_6_7_8_9 (2.0/1.0)
| | | | | | | | | if_eat_less = y: 10_11_12_13_14_15_16 (7.18/3.18)
| | | | | | | | | if_eat_less = n: 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)
| | | | | | | | 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
| | | | | | | | | exercise_rate <= 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 (9.68/2.11)
| | | | | | | | | exercise_rate > 0: 10_11_12_13_14_15_16 (3.04/1.04)
| | | | | | 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 : 116
Size of the tree : 223
Time taken to build model: 1.52 seconds
=== Stratified cross-validation ===
=== Summary ===
Correctly Classified Instances 460 48.4721 %
Incorrectly Classified Instances 489 51.5279 %
Kappa statistic 0.1836
Mean absolute error 0.3779
Root mean squared error 0.51
Relative absolute error 87.7121 %
Root relative squared error 109.9016 %
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
0.698 0.406 0.584 0.698 0.636 0.644 0_1_2_3_4_5_6_7_8_9
0.219 0.219 0.284 0.219 0.247 0.496 10_11_12_13_14_15_16
0.407 0.184 0.446 0.407 0.426 0.611 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
298 70 59 | a = 0_1_2_3_4_5_6_7_8_9
141 59 69 | b = 10_11_12_13_14_15_16
71 79 103 | 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
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