=== 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
Instances: 952
Attributes: 10
tired
eat_work_worry_bed
wake_am_headache
leg_uneasy
leg_crawly
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
| | | | | leg_crawly <= 2: 0_1_2_3_4_5_6_7_8_9 (111.21/37.57)
| | | | | leg_crawly > 2: 10_11_12_13_14_15_16 (5.14/2.14)
| | | | epworth_score > 27
| | | | | eat_work_worry_bed <= 0
| | | | | | wake_am_headache <= 0
| | | | | | | leg_crawly <= 1: 0_1_2_3_4_5_6_7_8_9 (19.85/8.02)
| | | | | | | leg_crawly > 1
| | | | | | | | vivid_dream_nightmares <= 1: 10_11_12_13_14_15_16 (4.18/1.18)
| | | | | | | | vivid_dream_nightmares > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.13/1.13)
| | | | | | 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
| | | | | | leg_uneasy <= 2
| | | | | | | leg_crawly <= 1
| | | | | | | | leg_crawly <= 0
| | | | | | | | | wake_am_headache <= 1
| | | | | | | | | | vivid_dream_nightmares <= 1
| | | | | | | | | | | leg_uneasy <= 0: 17_18_19_20_21_22_23_24_25_26_27_28_29 (4.02/2.02)
| | | | | | | | | | | leg_uneasy > 0: 0_1_2_3_4_5_6_7_8_9 (2.01/0.0)
| | | | | | | | | | vivid_dream_nightmares > 1
| | | | | | | | | | | epworth_score <= 32: 17_18_19_20_21_22_23_24_25_26_27_28_29 (2.03/0.03)
| | | | | | | | | | | epworth_score > 32: 10_11_12_13_14_15_16 (3.0/0.0)
| | | | | | | | | wake_am_headache > 1: 0_1_2_3_4_5_6_7_8_9 (4.55/2.0)
| | | | | | | | leg_crawly > 0
| | | | | | | | | leg_uneasy <= 1: 0_1_2_3_4_5_6_7_8_9 (2.01/0.0)
| | | | | | | | | leg_uneasy > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.02/1.02)
| | | | | | | leg_crawly > 1
| | | | | | | | epworth_score <= 30: 0_1_2_3_4_5_6_7_8_9 (2.0/0.0)
| | | | | | | | epworth_score > 30: 10_11_12_13_14_15_16 (2.76/0.03)
| | | | | | leg_uneasy > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.23/1.02)
| | | 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
| | | leg_crawly <= 2
| | | | wake_am_headache <= 0
| | | | | paralysis <= 0
| | | | | | eat_work_worry_bed <= 0: 0_1_2_3_4_5_6_7_8_9 (22.24/5.17)
| | | | | | eat_work_worry_bed > 0
| | | | | | | epworth_score <= 22: 0_1_2_3_4_5_6_7_8_9 (3.25/0.24)
| | | | | | | epworth_score > 22: 10_11_12_13_14_15_16 (7.55/2.29)
| | | | | paralysis > 0: 10_11_12_13_14_15_16 (9.63/4.63)
| | | | wake_am_headache > 0
| | | | | wa_confused <= 2
| | | | | | leg_uneasy <= 1
| | | | | | | paralysis <= 0
| | | | | | | | tired <= 2
| | | | | | | | | wake_am_headache <= 2: 0_1_2_3_4_5_6_7_8_9 (4.01/1.0)
| | | | | | | | | wake_am_headache > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (2.0/0.0)
| | | | | | | | tired > 2
| | | | | | | | | wa_confused <= 1
| | | | | | | | | | eat_work_worry_bed <= 0
| | | | | | | | | | | leg_uneasy <= 0
| | | | | | | | | | | | vivid_dream_nightmares <= 1: 10_11_12_13_14_15_16 (6.75/3.03)
| | | | | | | | | | | | vivid_dream_nightmares > 1: 0_1_2_3_4_5_6_7_8_9 (5.09/1.07)
| | | | | | | | | | | leg_uneasy > 0: 10_11_12_13_14_15_16 (3.01/1.01)
| | | | | | | | | | eat_work_worry_bed > 0
| | | | | | | | | | | epworth_score <= 28: 0_1_2_3_4_5_6_7_8_9 (5.06/1.04)
| | | | | | | | | | | epworth_score > 28: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.01/1.01)
| | | | | | | | | wa_confused > 1
| | | | | | | | | | epworth_score <= 42: 10_11_12_13_14_15_16 (4.06/0.06)
| | | | | | | | | | epworth_score > 42: 0_1_2_3_4_5_6_7_8_9 (3.0/1.0)
| | | | | | | paralysis > 0
| | | | | | | | leg_uneasy <= 0: 10_11_12_13_14_15_16 (4.14/1.02)
| | | | | | | | leg_uneasy > 0: 0_1_2_3_4_5_6_7_8_9 (2.22/0.21)
| | | | | | leg_uneasy > 1
| | | | | | | eat_work_worry_bed <= 0
| | | | | | | | vivid_dream_nightmares <= 1: 10_11_12_13_14_15_16 (5.02/2.02)
| | | | | | | | vivid_dream_nightmares > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (2.01/0.01)
| | | | | | | eat_work_worry_bed > 0
| | | | | | | | paralysis <= 0: 10_11_12_13_14_15_16 (6.92/3.92)
| | | | | | | | paralysis > 0: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.01/0.01)
| | | | | wa_confused > 2
| | | | | | tired <= 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (2.0/0.0)
| | | | | | tired > 2
| | | | | | | vivid_dream_nightmares <= 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (4.04/2.02)
| | | | | | | vivid_dream_nightmares > 1
| | | | | | | | eat_work_worry_bed <= 0: 0_1_2_3_4_5_6_7_8_9 (4.03/1.02)
| | | | | | | | eat_work_worry_bed > 0: 10_11_12_13_14_15_16 (3.7/0.7)
| | | leg_crawly > 2
| | | | wa_confused <= 1
| | | | | tired <= 2: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (2.0/1.0)
| | | | | tired > 2
| | | | | | wake_am_headache <= 1: 10_11_12_13_14_15_16 (4.02/1.02)
| | | | | | wake_am_headache > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.01/1.01)
| | | | wa_confused > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (5.13/2.13)
| | 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
| | | | | leg_crawly <= 0: 17_18_19_20_21_22_23_24_25_26_27_28_29 (2.32/1.16)
| | | | | leg_crawly > 0: 0_1_2_3_4_5_6_7_8_9 (8.04/3.01)
| | | eat_work_worry_bed > 0
| | | | leg_uneasy <= 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.02/0.01)
| | | | leg_uneasy > 1
| | | | | leg_crawly <= 1: 10_11_12_13_14_15_16 (3.01/1.01)
| | | | | leg_crawly > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (5.02/1.02)
eat_work_worry_bed > 1
| paralysis <= 2
| | wa_confused <= 0
| | | leg_crawly <= 0
| | | | wake_am_headache <= 0: 0_1_2_3_4_5_6_7_8_9 (48.36/22.82)
| | | | wake_am_headache > 0
| | | | | paralysis <= 0
| | | | | | leg_uneasy <= 0
| | | | | | | vivid_dream_nightmares <= 0
| | | | | | | | tired <= 2
| | | | | | | | | epworth_score <= 21: 0_1_2_3_4_5_6_7_8_9 (2.01/0.0)
| | | | | | | | | epworth_score > 21: 10_11_12_13_14_15_16 (3.0/1.0)
| | | | | | | | tired > 2
| | | | | | | | | epworth_score <= 24: 10_11_12_13_14_15_16 (4.01/1.01)
| | | | | | | | | epworth_score > 24: 0_1_2_3_4_5_6_7_8_9 (6.19/0.01)
| | | | | | | vivid_dream_nightmares > 0
| | | | | | | | eat_work_worry_bed <= 2
| | | | | | | | | wake_am_headache <= 1
| | | | | | | | | | vivid_dream_nightmares <= 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.01/1.01)
| | | | | | | | | | vivid_dream_nightmares > 1
| | | | | | | | | | | epworth_score <= 23: 10_11_12_13_14_15_16 (3.01/1.01)
| | | | | | | | | | | epworth_score > 23: 17_18_19_20_21_22_23_24_25_26_27_28_29 (2.13/0.01)
| | | | | | | | | wake_am_headache > 1
| | | | | | | | | | wake_am_headache <= 2: 10_11_12_13_14_15_16 (4.02/2.02)
| | | | | | | | | | wake_am_headache > 2
| | | | | | | | | | | epworth_score <= 26: 10_11_12_13_14_15_16 (4.01/1.01)
| | | | | | | | | | | epworth_score > 26: 0_1_2_3_4_5_6_7_8_9 (3.02/0.0)
| | | | | | | | eat_work_worry_bed > 2
| | | | | | | | | wake_am_headache <= 1: 10_11_12_13_14_15_16 (7.14/3.14)
| | | | | | | | | wake_am_headache > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (11.43/4.43)
| | | | | | leg_uneasy > 0
| | | | | | | tired <= 2: 0_1_2_3_4_5_6_7_8_9 (2.88/0.88)
| | | | | | | tired > 2
| | | | | | | | leg_uneasy <= 2
| | | | | | | | | vivid_dream_nightmares <= 2
| | | | | | | | | | wake_am_headache <= 1: 0_1_2_3_4_5_6_7_8_9 (5.02/2.01)
| | | | | | | | | | wake_am_headache > 1: 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 > 2
| | | | | | | | | | wake_am_headache <= 2: 10_11_12_13_14_15_16 (3.01/0.01)
| | | | | | | | | | wake_am_headache > 2: 0_1_2_3_4_5_6_7_8_9 (2.01/0.0)
| | | | | | | | leg_uneasy > 2: 10_11_12_13_14_15_16 (4.02/2.02)
| | | | | paralysis > 0
| | | | | | wake_am_headache <= 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (2.01/0.01)
| | | | | | wake_am_headache > 1: 0_1_2_3_4_5_6_7_8_9 (3.11/0.06)
| | | leg_crawly > 0
| | | | wake_am_headache <= 2
| | | | | paralysis <= 0
| | | | | | tired <= 2: 10_11_12_13_14_15_16 (17.04/8.04)
| | | | | | tired > 2
| | | | | | | leg_crawly <= 1: 10_11_12_13_14_15_16 (8.23/3.12)
| | | | | | | leg_crawly > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (21.37/10.59)
| | | | | paralysis > 0
| | | | | | wake_am_headache <= 1
| | | | | | | leg_uneasy <= 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (5.02/2.02)
| | | | | | | leg_uneasy > 2: 10_11_12_13_14_15_16 (4.02/0.02)
| | | | | | wake_am_headache > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (5.1/2.1)
| | | | wake_am_headache > 2
| | | | | leg_crawly <= 2
| | | | | | epworth_score <= 39: 10_11_12_13_14_15_16 (4.25/0.25)
| | | | | | epworth_score > 39: 17_18_19_20_21_22_23_24_25_26_27_28_29 (4.39/1.0)
| | | | | leg_crawly > 2
| | | | | | epworth_score <= 39: 10_11_12_13_14_15_16 (4.97/2.97)
| | | | | | epworth_score > 39: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.0)
| | 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_crawly <= 2: 10_11_12_13_14_15_16 (13.2/5.2)
| | | | | leg_crawly > 2: 0_1_2_3_4_5_6_7_8_9 (2.01/1.0)
| | | | wake_am_headache > 0
| | | | | leg_crawly <= 1
| | | | | | wa_confused <= 2
| | | | | | | leg_crawly <= 0
| | | | | | | | tired <= 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.01/1.01)
| | | | | | | | tired > 2: 10_11_12_13_14_15_16 (14.94/8.0)
| | | | | | | leg_crawly > 0
| | | | | | | | paralysis <= 0
| | | | | | | | | wake_am_headache <= 1
| | | | | | | | | | vivid_dream_nightmares <= 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (2.01/0.01)
| | | | | | | | | | vivid_dream_nightmares > 1: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (4.02/2.01)
| | | | | | | | | wake_am_headache > 1
| | | | | | | | | | wake_am_headache <= 2
| | | | | | | | | | | eat_work_worry_bed <= 2: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (2.01/1.01)
| | | | | | | | | | | eat_work_worry_bed > 2: 0_1_2_3_4_5_6_7_8_9 (3.01/1.0)
| | | | | | | | | | wake_am_headache > 2: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (3.01/1.01)
| | | | | | | | paralysis > 0: 0_1_2_3_4_5_6_7_8_9 (2.01/1.0)
| | | | | | wa_confused > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (2.95/1.01)
| | | | | leg_crawly > 1
| | | | | | wake_am_headache <= 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (8.03/1.03)
| | | | | | wake_am_headache > 1
| | | | | | | leg_crawly <= 2
| | | | | | | | leg_uneasy <= 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (2.01/0.01)
| | | | | | | | leg_uneasy > 1
| | | | | | | | | vivid_dream_nightmares <= 2: 10_11_12_13_14_15_16 (5.02/1.02)
| | | | | | | | | vivid_dream_nightmares > 2
| | | | | | | | | | paralysis <= 1
| | | | | | | | | | | eat_work_worry_bed <= 2: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (2.01/0.01)
| | | | | | | | | | | eat_work_worry_bed > 2: 10_11_12_13_14_15_16 (3.6/1.6)
| | | | | | | | | | paralysis > 1: 17_18_19_20_21_22_23_24_25_26_27_28_29 (3.36/1.01)
| | | | | | | leg_crawly > 2
| | | | | | | | eat_work_worry_bed <= 2: 0_1_2_3_4_5_6_7_8_9 (3.01/2.0)
| | | | | | | | eat_work_worry_bed > 2: 17_18_19_20_21_22_23_24_25_26_27_28_29 (11.05/3.05)
| 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
| | | leg_crawly <= 0: 17_18_19_20_21_22_23_24_25_26_27_28_29 (4.08/1.02)
| | | leg_crawly > 0
| | | | wa_confused <= 1: 10_11_12_13_14_15_16 (2.4/1.08)
| | | | wa_confused > 1: 30_31_32_33_34_35_36_37_38_39_40_43_44_45_46_47_48_49_52 (10.44/1.43)
Number of Leaves : 119
Size of the tree : 237
Time taken to build model: 0.74 seconds
=== Stratified cross-validation ===
=== Summary ===
Correctly Classified Instances 417 43.941 %
Incorrectly Classified Instances 532 56.059 %
Kappa statistic 0.1319
Mean absolute error 0.3037
Root mean squared error 0.4549
Relative absolute error 90.6131 %
Root relative squared error 111.1542 %
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
0.703 0.466 0.552 0.703 0.619 0.648 0_1_2_3_4_5_6_7_8_9
0.175 0.201 0.255 0.175 0.208 0.47 10_11_12_13_14_15_16
0.281 0.161 0.316 0.281 0.298 0.58 17_18_19_20_21_22_23_24_25_26_27_28_29
0.259 0.035 0.311 0.259 0.283 0.585 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
300 69 51 7 | a = 0_1_2_3_4_5_6_7_8_9
159 47 56 7 | b = 10_11_12_13_14_15_16
73 53 56 17 | c = 17_18_19_20_21_22_23_24_25_26_27_28_29
11 15 14 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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