=== 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-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-weka.filters.unsupervised.attribute.MergeTwoValues-C38-F4-S5-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-R1,3-15,17-18,21-23,26,28,31,33-34,36-37,39-46-weka.filters.unsupervised.attribute.Remove-R1-weka.filters.unsupervised.attribute.Remove-R7,11-weka.filters.unsupervised.attribute.Remove-R5
Instances: 952
Attributes: 9
tired
eat_work_worry_bed
wake_am_headache
leg_uneasy
paralysis
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
| wa_confused <= 0
| | tired <= 2: 0_1_2_3_4_5_6_7_8_9 (206.95/44.67)
| | tired > 2
| | | paralysis <= 0
| | | | epworth_score <= 27: 0_1_2_3_4_5_6_7_8_9 (116.35/41.58)
| | | | epworth_score > 27
| | | | | eat_work_worry_bed <= 0
| | | | | | wake_am_headache <= 0
| | | | | | | leg_uneasy <= 0: 0_1_2_3_4_5_6_7_8_9 (16.09/6.02)
| | | | | | | leg_uneasy > 0
| | | | | | | | epworth_score <= 33: 0_1_2_3_4_5_6_7_8_9 (6.06/2.01)
| | | | | | | | epworth_score > 33: 10_11_12_13_14_15_16 (5.01/1.01)
| | | | | | wake_am_headache > 0
| | | | | | | leg_uneasy <= 0
| | | | | | | | wake_am_headache <= 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (10.96/5.96)
| | | | | | | | wake_am_headache > 2: 10_11_12_13_14_15_16 (2.01/0.01)
| | | | | | | leg_uneasy > 0
| | | | | | | | leg_uneasy <= 2: 10_11_12_13_14_15_16 (4.02/0.02)
| | | | | | | | leg_uneasy > 2
| | | | | | | | | epworth_score <= 42: 0_1_2_3_4_5_6_7_8_9 (8.07/3.01)
| | | | | | | | | epworth_score > 42: 10_11_12_13_14_15_16 (4.41/1.41)
| | | | | eat_work_worry_bed > 0
| | | | | | wake_am_headache <= 2
| | | | | | | epworth_score <= 29: 0_1_2_3_4_5_6_7_8_9 (4.0/1.0)
| | | | | | | epworth_score > 29
| | | | | | | | vivid_dream_nightmares <= 1
| | | | | | | | | vivid_dream_nightmares <= 0
| | | | | | | | | | leg_uneasy <= 0: 17_18_19_20_21_22_23_24_25_26_27_28_29 (4.03/2.03)
| | | | | | | | | | leg_uneasy > 0: 0_1_2_3_4_5_6_7_8_9 (3.02/0.0)
| | | | | | | | | vivid_dream_nightmares > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29 (4.03/1.03)
| | | | | | | | vivid_dream_nightmares > 1
| | | | | | | | | vivid_dream_nightmares <= 2
| | | | | | | | | | epworth_score <= 33: 0_1_2_3_4_5_6_7_8_9 (2.03/0.0)
| | | | | | | | | | epworth_score > 33: 10_11_12_13_14_15_16 (2.74/0.0)
| | | | | | | | | vivid_dream_nightmares > 2
| | | | | | | | | | wake_am_headache <= 0: 0_1_2_3_4_5_6_7_8_9 (2.01/1.0)
| | | | | | | | | | wake_am_headache > 0: 10_11_12_13_14_15_16 (4.03/1.03)
| | | | | | wake_am_headache > 2: 10_11_12_13_14_15_16 (2.74/0.74)
| | | paralysis > 0
| | | | eat_work_worry_bed <= 0
| | | | | wake_am_headache <= 1
| | | | | | wake_am_headache <= 0
| | | | | | | paralysis <= 2: 0_1_2_3_4_5_6_7_8_9 (4.62/1.0)
| | | | | | | paralysis > 2: 10_11_12_13_14_15_16 (2.04/1.04)
| | | | | | wake_am_headache > 0: 10_11_12_13_14_15_16 (4.13/0.03)
| | | | | wake_am_headache > 1: 0_1_2_3_4_5_6_7_8_9 (4.02/2.0)
| | | | eat_work_worry_bed > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29 (8.79/3.05)
| wa_confused > 0
| | paralysis <= 1
| | | eat_work_worry_bed <= 0
| | | | paralysis <= 0
| | | | | wake_am_headache <= 0
| | | | | | leg_uneasy <= 2: 0_1_2_3_4_5_6_7_8_9 (21.23/4.16)
| | | | | | leg_uneasy > 2: 10_11_12_13_14_15_16 (2.01/0.01)
| | | | | wake_am_headache > 0
| | | | | | tired <= 2
| | | | | | | epworth_score <= 22: 0_1_2_3_4_5_6_7_8_9 (3.01/1.0)
| | | | | | | epworth_score > 22: 17_18_19_20_21_22_23_24_25_26_27_28_29 (6.01/1.01)
| | | | | | tired > 2
| | | | | | | vivid_dream_nightmares <= 2
| | | | | | | | wake_am_headache <= 2: 10_11_12_13_14_15_16 (13.87/5.16)
| | | | | | | | wake_am_headache > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (6.03/3.03)
| | | | | | | vivid_dream_nightmares > 2
| | | | | | | | wa_confused <= 1: 0_1_2_3_4_5_6_7_8_9 (5.02/1.01)
| | | | | | | | wa_confused > 1
| | | | | | | | | epworth_score <= 37: 10_11_12_13_14_15_16 (2.03/0.03)
| | | | | | | | | epworth_score > 37: 0_1_2_3_4_5_6_7_8_9 (5.01/1.01)
| | | | paralysis > 0
| | | | | tired <= 2: 0_1_2_3_4_5_6_7_8_9 (6.03/2.02)
| | | | | tired > 2: 10_11_12_13_14_15_16 (6.31/2.18)
| | | eat_work_worry_bed > 0
| | | | wa_confused <= 2
| | | | | tired <= 2
| | | | | | vivid_dream_nightmares <= 0: 0_1_2_3_4_5_6_7_8_9 (2.0/1.0)
| | | | | | vivid_dream_nightmares > 0
| | | | | | | wa_confused <= 1: 10_11_12_13_14_15_16 (7.3/2.3)
| | | | | | | wa_confused > 1
| | | | | | | | wake_am_headache <= 0: 10_11_12_13_14_15_16 (2.02/0.02)
| | | | | | | | wake_am_headache > 0: 0_1_2_3_4_5_6_7_8_9 (2.0/0.0)
| | | | | tired > 2
| | | | | | vivid_dream_nightmares <= 2
| | | | | | | wake_am_headache <= 0
| | | | | | | | leg_uneasy <= 0: 10_11_12_13_14_15_16 (4.24/0.02)
| | | | | | | | leg_uneasy > 0: 0_1_2_3_4_5_6_7_8_9 (2.23/0.0)
| | | | | | | wake_am_headache > 0
| | | | | | | | paralysis <= 0
| | | | | | | | | epworth_score <= 30
| | | | | | | | | | vivid_dream_nightmares <= 1
| | | | | | | | | | | epworth_score <= 27: 0_1_2_3_4_5_6_7_8_9 (2.02/0.0)
| | | | | | | | | | | epworth_score > 27: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.0/0.0)
| | | | | | | | | | vivid_dream_nightmares > 1: 0_1_2_3_4_5_6_7_8_9 (3.07/0.06)
| | | | | | | | | epworth_score > 30: 10_11_12_13_14_15_16 (4.02/1.02)
| | | | | | | | paralysis > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29 (4.18/1.02)
| | | | | | vivid_dream_nightmares > 2
| | | | | | | wa_confused <= 1
| | | | | | | | epworth_score <= 28: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.02/1.02)
| | | | | | | | epworth_score > 28: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.05/1.01)
| | | | | | | wa_confused > 1: 0_1_2_3_4_5_6_7_8_9 (3.04/1.02)
| | | | wa_confused > 2
| | | | | tired <= 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (2.01/0.0)
| | | | | tired > 2
| | | | | | vivid_dream_nightmares <= 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (2.02/0.01)
| | | | | | vivid_dream_nightmares > 1: 10_11_12_13_14_15_16 (4.14/1.1)
| | paralysis > 1
| | | eat_work_worry_bed <= 0
| | | | tired <= 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (2.02/1.0)
| | | | tired > 2: 0_1_2_3_4_5_6_7_8_9 (10.35/5.32)
| | | eat_work_worry_bed > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29 (11.06/4.05)
eat_work_worry_bed > 1
| paralysis <= 2
| | wa_confused <= 0
| | | epworth_score <= 28
| | | | paralysis <= 0
| | | | | vivid_dream_nightmares <= 2
| | | | | | wake_am_headache <= 2
| | | | | | | tired <= 0
| | | | | | | | epworth_score <= 21: 0_1_2_3_4_5_6_7_8_9 (4.1/0.0)
| | | | | | | | epworth_score > 21: 10_11_12_13_14_15_16 (2.0/0.0)
| | | | | | | tired > 0
| | | | | | | | leg_uneasy <= 1
| | | | | | | | | leg_uneasy <= 0
| | | | | | | | | | epworth_score <= 23
| | | | | | | | | | | wake_am_headache <= 1
| | | | | | | | | | | | tired <= 1: 0_1_2_3_4_5_6_7_8_9 (2.1/0.0)
| | | | | | | | | | | | tired > 1
| | | | | | | | | | | | | eat_work_worry_bed <= 2
| | | | | | | | | | | | | | epworth_score <= 17: 17_18_19_20_21_22_23_24_25_26_27_28_29 (6.04/2.04)
| | | | | | | | | | | | | | epworth_score > 17: 10_11_12_13_14_15_16 (5.01/1.01)
| | | | | | | | | | | | | eat_work_worry_bed > 2
| | | | | | | | | | | | | | wake_am_headache <= 0: 0_1_2_3_4_5_6_7_8_9 (2.83/0.0)
| | | | | | | | | | | | | | wake_am_headache > 0: 10_11_12_13_14_15_16 (4.02/2.02)
| | | | | | | | | | | wake_am_headache > 1
| | | | | | | | | | | | epworth_score <= 19: 0_1_2_3_4_5_6_7_8_9 (4.02/1.0)
| | | | | | | | | | | | epworth_score > 19: 10_11_12_13_14_15_16 (3.0/0.0)
| | | | | | | | | | epworth_score > 23
| | | | | | | | | | | tired <= 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (5.01/2.01)
| | | | | | | | | | | tired > 2: 0_1_2_3_4_5_6_7_8_9 (3.32/0.23)
| | | | | | | | | leg_uneasy > 0: 0_1_2_3_4_5_6_7_8_9 (9.05/4.01)
| | | | | | | | leg_uneasy > 1
| | | | | | | | | eat_work_worry_bed <= 2
| | | | | | | | | | vivid_dream_nightmares <= 1: 0_1_2_3_4_5_6_7_8_9 (5.15/1.01)
| | | | | | | | | | vivid_dream_nightmares > 1: 10_11_12_13_14_15_16 (2.01/1.01)
| | | | | | | | | eat_work_worry_bed > 2
| | | | | | | | | | vivid_dream_nightmares <= 0
| | | | | | | | | | | leg_uneasy <= 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.02/1.02)
| | | | | | | | | | | leg_uneasy > 2: 0_1_2_3_4_5_6_7_8_9 (4.02/2.0)
| | | | | | | | | | vivid_dream_nightmares > 0
| | | | | | | | | | | leg_uneasy <= 2
| | | | | | | | | | | | epworth_score <= 19: 17_18_19_20_21_22_23_24_25_26_27_28_29 (2.16/0.28)
| | | | | | | | | | | | epworth_score > 19: 0_1_2_3_4_5_6_7_8_9 (3.02/1.0)
| | | | | | | | | | | leg_uneasy > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (4.02/0.02)
| | | | | | wake_am_headache > 2
| | | | | | | eat_work_worry_bed <= 2: 10_11_12_13_14_15_16 (5.03/2.03)
| | | | | | | eat_work_worry_bed > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.02/1.02)
| | | | | vivid_dream_nightmares > 2
| | | | | | eat_work_worry_bed <= 2: 0_1_2_3_4_5_6_7_8_9 (2.05/0.04)
| | | | | | eat_work_worry_bed > 2
| | | | | | | wake_am_headache <= 2: 10_11_12_13_14_15_16 (5.19/0.19)
| | | | | | | wake_am_headache > 2: 0_1_2_3_4_5_6_7_8_9 (3.02/1.0)
| | | | paralysis > 0
| | | | | epworth_score <= 24: 10_11_12_13_14_15_16 (3.09/1.09)
| | | | | epworth_score > 24: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.02/1.02)
| | | epworth_score > 28
| | | | tired <= 2
| | | | | epworth_score <= 30: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.0/1.0)
| | | | | epworth_score > 30
| | | | | | leg_uneasy <= 2
| | | | | | | wake_am_headache <= 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.0/0.0)
| | | | | | | wake_am_headache > 1: 10_11_12_13_14_15_16 (5.01/1.01)
| | | | | | leg_uneasy > 2: 10_11_12_13_14_15_16 (4.0/0.0)
| | | | tired > 2
| | | | | vivid_dream_nightmares <= 1
| | | | | | leg_uneasy <= 0: 0_1_2_3_4_5_6_7_8_9 (12.48/3.01)
| | | | | | leg_uneasy > 0
| | | | | | | eat_work_worry_bed <= 2
| | | | | | | | epworth_score <= 42: 17_18_19_20_21_22_23_24_25_26_27_28_29 (9.98/5.04)
| | | | | | | | epworth_score > 42: 0_1_2_3_4_5_6_7_8_9 (4.0/0.0)
| | | | | | | eat_work_worry_bed > 2
| | | | | | | | epworth_score <= 36: 0_1_2_3_4_5_6_7_8_9 (6.04/2.01)
| | | | | | | | epworth_score > 36: 17_18_19_20_21_22_23_24_25_26_27_28_29 (10.01/4.01)
| | | | | vivid_dream_nightmares > 1
| | | | | | eat_work_worry_bed <= 2
| | | | | | | leg_uneasy <= 1: 0_1_2_3_4_5_6_7_8_9 (10.03/5.01)
| | | | | | | leg_uneasy > 1: 10_11_12_13_14_15_16 (13.23/7.23)
| | | | | | eat_work_worry_bed > 2
| | | | | | | wake_am_headache <= 2
| | | | | | | | leg_uneasy <= 2: 10_11_12_13_14_15_16 (11.54/4.54)
| | | | | | | | leg_uneasy > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (5.02/2.02)
| | | | | | | wake_am_headache > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (8.16/4.03)
| | wa_confused > 0
| | | leg_uneasy <= 0
| | | | paralysis <= 0
| | | | | epworth_score <= 43
| | | | | | vivid_dream_nightmares <= 1: 10_11_12_13_14_15_16 (12.44/5.44)
| | | | | | vivid_dream_nightmares > 1
| | | | | | | vivid_dream_nightmares <= 2: 0_1_2_3_4_5_6_7_8_9 (3.17/0.16)
| | | | | | | vivid_dream_nightmares > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (16.08/6.08)
| | | | | epworth_score > 43
| | | | | | eat_work_worry_bed <= 2: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.0/1.0)
| | | | | | eat_work_worry_bed > 2: 0_1_2_3_4_5_6_7_8_9 (3.0/1.0)
| | | | paralysis > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29 (8.03/2.03)
| | | leg_uneasy > 0
| | | | wake_am_headache <= 0
| | | | | leg_uneasy <= 2: 10_11_12_13_14_15_16 (10.19/3.19)
| | | | | leg_uneasy > 2
| | | | | | vivid_dream_nightmares <= 2: 0_1_2_3_4_5_6_7_8_9 (3.01/1.0)
| | | | | | vivid_dream_nightmares > 2: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (2.01/1.01)
| | | | wake_am_headache > 0
| | | | | wa_confused <= 1
| | | | | | epworth_score <= 38
| | | | | | | tired <= 2
| | | | | | | | vivid_dream_nightmares <= 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (5.01/1.01)
| | | | | | | | vivid_dream_nightmares > 2: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.01/1.01)
| | | | | | | tired > 2
| | | | | | | | eat_work_worry_bed <= 2
| | | | | | | | | leg_uneasy <= 1
| | | | | | | | | | wake_am_headache <= 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.02/1.02)
| | | | | | | | | | wake_am_headache > 1: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.02/1.02)
| | | | | | | | | leg_uneasy > 1: 10_11_12_13_14_15_16 (3.97/0.97)
| | | | | | | | eat_work_worry_bed > 2
| | | | | | | | | epworth_score <= 30: 17_18_19_20_21_22_23_24_25_26_27_28_29 (4.04/1.04)
| | | | | | | | | epworth_score > 30: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (4.03/2.02)
| | | | | | epworth_score > 38
| | | | | | | tired <= 2: 10_11_12_13_14_15_16 (3.0/1.0)
| | | | | | | tired > 2
| | | | | | | | epworth_score <= 41: 0_1_2_3_4_5_6_7_8_9 (4.0/1.0)
| | | | | | | | epworth_score > 41: 17_18_19_20_21_22_23_24_25_26_27_28_29 (12.01/3.01)
| | | | | wa_confused > 1
| | | | | | eat_work_worry_bed <= 2
| | | | | | | paralysis <= 1: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (4.49/1.48)
| | | | | | | paralysis > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (4.49/1.02)
| | | | | | eat_work_worry_bed > 2
| | | | | | | paralysis <= 0
| | | | | | | | wa_confused <= 2
| | | | | | | | | wake_am_headache <= 2: 10_11_12_13_14_15_16 (6.77/4.03)
| | | | | | | | | wake_am_headache > 2: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (5.02/1.02)
| | | | | | | | wa_confused > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (4.76/1.02)
| | | | | | | paralysis > 0: 10_11_12_13_14_15_16 (4.41/2.22)
| paralysis > 2
| | leg_uneasy <= 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (6.73/0.44)
| | leg_uneasy > 2
| | | wa_confused <= 1
| | | | wake_am_headache <= 0: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (2.07/1.07)
| | | | wake_am_headache > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.66/0.6)
| | | wa_confused > 1: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (11.18/2.17)
Number of Leaves : 124
Size of the tree : 247
Time taken to build model: 1.45 seconds
=== Stratified cross-validation ===
=== Summary ===
Correctly Classified Instances 421 44.3625 %
Incorrectly Classified Instances 528 55.6375 %
Kappa statistic 0.138
Mean absolute error 0.3019
Root mean squared error 0.4524
Relative absolute error 90.07 %
Root relative squared error 110.5424 %
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
0.717 0.456 0.563 0.717 0.63 0.673 0_1_2_3_4_5_6_7_8_9
0.178 0.201 0.259 0.178 0.211 0.454 10_11_12_13_14_15_16
0.266 0.163 0.303 0.266 0.283 0.604 17_18_19_20_21_22_23_24_25_26_27_28_29
0.259 0.035 0.311 0.259 0.283 0.596 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52
=== Confusion Matrix ===
a b c d <-- classified as
306 68 45 8 | a = 0_1_2_3_4_5_6_7_8_9
156 48 58 7 | b = 10_11_12_13_14_15_16
69 61 53 16 | c = 17_18_19_20_21_22_23_24_25_26_27_28_29
13 8 19 14 | d = 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52
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