579813
1
Jan van Rijn
14
Supervised Classification
3984
weka.AttributeSelectedClassifier_MultiBoostAB_REPTree(1)
6293
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 10 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0
M
2
1724
V
0.001
1724
N
3
1724
S
1
1724
L
-1
1724
I
0.0
1724
E
weka.attributeSelection.CfsSubsetEval -P 1 -E 1
3984
S
weka.attributeSelection.BestFirst -D 1 -N 5
3984
W
weka.classifiers.meta.MultiBoostAB
3984
C
3
3985
P
100
3985
S
1
3985
I
10
3985
W
weka.classifiers.trees.REPTree
3985
study_70
weka
weka_3.7.13
14
mfeat-fourier
https://www.openml.org/data/download/14/dataset_14_mfeat-fourier.arff
-1
2002031
description
https://api.openml.org/data/download/2002031/weka_generated_run1742783345017326385.xml
-1
2002033
model_readable
https://api.openml.org/data/download/2002033/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier6225046749088129090.model
-1
2002032
model_serialized
https://api.openml.org/data/download/2002032/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier3328738064772051113.model
-1
2002034
predictions
https://api.openml.org/data/download/2002034/weka_generated_predictions2738741189865629561.arff
area_under_roc_curve
0.97032 [0.997861,0.945846,0.986606,0.986197,0.959519,0.990892,0.932275,0.986129,0.990914,0.926965]
average_cost
0
f_measure
0.811174 [0.975124,0.745592,0.932668,0.879177,0.780362,0.898477,0.550239,0.885246,0.941772,0.523077]
kappa
0.79
kb_relative_information_score
1616.664753
mean_absolute_error
0.040165
mean_prior_absolute_error
0.18
number_of_instances
2000 [200,200,200,200,200,200,200,200,200,200]
os_information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
precision
0.812734 [0.970297,0.751269,0.930348,0.904762,0.807487,0.912371,0.527523,0.832599,0.953846,0.536842]
predictive_accuracy
0.811
prior_entropy
3.321928
recall
0.811 [0.98,0.74,0.935,0.855,0.755,0.885,0.575,0.945,0.93,0.51]
relative_absolute_error
0.223139
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.18138
root_relative_squared_error
0.604601
scimark_benchmark
1380.422 [799.3770405647658, 953.9381317796663, 570.8356193762808, 1140.9967284778718, 3436.9624790571006]
total_cost
0
usercpu_time_millis
2040
usercpu_time_millis_testing
10
usercpu_time_millis_training
2030
area_under_roc_curve
0.964 [1,0.964028,0.98,0.969306,0.958333,0.998611,0.935,0.982222,0.972917,0.879583]
area_under_roc_curve
0.967264 [0.999722,0.960278,0.976111,0.971667,0.918472,0.986944,0.937361,0.988611,0.997778,0.935694]
area_under_roc_curve
0.968375 [1,0.921111,0.999444,0.97625,0.981944,0.993611,0.924167,0.959167,1,0.928056]
area_under_roc_curve
0.978889 [0.983889,0.953472,0.973472,0.998333,0.986389,0.989167,0.966944,0.996667,0.995833,0.944722]
area_under_roc_curve
0.976931 [1,0.951111,0.991944,0.993611,0.989167,0.995278,0.934722,0.975417,1,0.938056]
area_under_roc_curve
0.978083 [1,0.950833,0.999167,0.987778,0.965278,0.989444,0.946667,0.994167,0.988333,0.959167]
area_under_roc_curve
0.965486 [0.999722,0.94875,0.959028,0.997222,0.945972,0.991944,0.935694,0.984167,1,0.892361]
area_under_roc_curve
0.972889 [0.993889,0.934028,1,0.995,0.959583,0.998056,0.92625,0.993472,0.974444,0.954167]
area_under_roc_curve
0.970444 [1,0.935972,1,0.995,0.97,0.970972,0.921111,0.995833,1,0.915556]
area_under_roc_curve
0.962097 [1,0.939444,0.992361,0.981667,0.925694,0.999722,0.895833,0.993194,0.9775,0.915556]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
f_measure
0.815822 [0.97561,0.790698,0.9,0.918919,0.755556,0.947368,0.595745,0.842105,0.947368,0.484848]
f_measure
0.810919 [0.974359,0.829268,0.894737,0.864865,0.722222,0.837209,0.526316,0.863636,0.974359,0.622222]
f_measure
0.810895 [1,0.7,0.947368,0.777778,0.818182,0.842105,0.578947,0.878049,0.97561,0.590909]
f_measure
0.828272 [0.95,0.756757,0.926829,0.904762,0.826087,0.888889,0.615385,0.926829,0.923077,0.564103]
f_measure
0.817228 [1,0.648649,0.947368,0.904762,0.789474,0.95,0.540541,0.844444,0.97561,0.571429]
f_measure
0.799967 [1,0.717949,0.952381,0.8,0.666667,0.857143,0.526316,0.952381,0.926829,0.6]
f_measure
0.793286 [0.974359,0.727273,0.947368,0.9,0.823529,0.878049,0.588235,0.818182,1,0.275862]
f_measure
0.825032 [0.95,0.75,0.97561,0.864865,0.789474,0.894737,0.651163,0.909091,0.85,0.615385]
f_measure
0.812159 [0.97561,0.764706,0.952381,0.952381,0.810811,0.923077,0.465116,0.909091,1,0.368421]
f_measure
0.783967 [0.952381,0.761905,0.883721,0.888889,0.787879,0.974359,0.409091,0.909091,0.833333,0.439024]
kappa
0.794444
kappa
0.788889
kappa
0.788889
kappa
0.811111
kappa
0.8
kappa
0.783333
kappa
0.777778
kappa
0.805556
kappa
0.794444
kappa
0.755556
kb_relative_information_score
162.263142
kb_relative_information_score
161.415826
kb_relative_information_score
160.524095
kb_relative_information_score
166.694971
kb_relative_information_score
162.475021
kb_relative_information_score
161.334755
kb_relative_information_score
159.881271
kb_relative_information_score
163.941198
kb_relative_information_score
162.014652
kb_relative_information_score
156.119822
mean_absolute_error
0.041018
mean_absolute_error
0.040051
mean_absolute_error
0.042158
mean_absolute_error
0.037234
mean_absolute_error
0.038586
mean_absolute_error
0.039577
mean_absolute_error
0.042249
mean_absolute_error
0.037856
mean_absolute_error
0.038273
mean_absolute_error
0.044647
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
mean_prior_absolute_error
0.18
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
number_of_instances
200 [20,20,20,20,20,20,20,20,20,20]
precision
0.82943 [0.952381,0.73913,0.9,1,0.68,1,0.518519,0.888889,1,0.615385]
precision
0.819748 [1,0.809524,0.944444,0.941176,0.8125,0.782609,0.555556,0.791667,1,0.56]
precision
0.817619 [1,0.7,1,0.875,0.75,0.888889,0.611111,0.857143,0.952381,0.541667]
precision
0.833535 [0.95,0.823529,0.904762,0.863636,0.730769,1,0.631579,0.904762,0.947368,0.578947]
precision
0.819892 [1,0.705882,1,0.863636,0.833333,0.95,0.588235,0.76,0.952381,0.545455]
precision
0.798352 [1,0.736842,0.909091,0.8,0.75,0.818182,0.555556,0.909091,0.904762,0.6]
precision
0.810212 [1,0.666667,1,0.9,1,0.857143,0.483871,0.75,1,0.444444]
precision
0.829494 [0.95,0.75,0.952381,0.941176,0.833333,0.944444,0.608696,0.833333,0.85,0.631579]
precision
0.818586 [0.952381,0.928571,0.909091,0.909091,0.882353,0.947368,0.434783,0.833333,1,0.388889]
precision
0.803686 [0.909091,0.727273,0.826087,1,1,1,0.375,0.833333,0.9375,0.428571]
predictive_accuracy
0.815
predictive_accuracy
0.81
predictive_accuracy
0.81
predictive_accuracy
0.83
predictive_accuracy
0.82
predictive_accuracy
0.805
predictive_accuracy
0.8
predictive_accuracy
0.825
predictive_accuracy
0.815
predictive_accuracy
0.78
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
prior_entropy
3.321928
recall
0.815 [1,0.85,0.9,0.85,0.85,0.9,0.7,0.8,0.9,0.4]
recall
0.81 [0.95,0.85,0.85,0.8,0.65,0.9,0.5,0.95,0.95,0.7]
recall
0.81 [1,0.7,0.9,0.7,0.9,0.8,0.55,0.9,1,0.65]
recall
0.83 [0.95,0.7,0.95,0.95,0.95,0.8,0.6,0.95,0.9,0.55]
recall
0.82 [1,0.6,0.9,0.95,0.75,0.95,0.5,0.95,1,0.6]
recall
0.805 [1,0.7,1,0.8,0.6,0.9,0.5,1,0.95,0.6]
recall
0.8 [0.95,0.8,0.9,0.9,0.7,0.9,0.75,0.9,1,0.2]
recall
0.825 [0.95,0.75,1,0.8,0.75,0.85,0.7,1,0.85,0.6]
recall
0.815 [1,0.65,1,1,0.75,0.9,0.5,1,1,0.35]
recall
0.78 [1,0.8,0.95,0.8,0.65,0.95,0.45,1,0.75,0.45]
relative_absolute_error
0.22788
relative_absolute_error
0.222506
relative_absolute_error
0.234213
relative_absolute_error
0.206854
relative_absolute_error
0.214368
relative_absolute_error
0.219872
relative_absolute_error
0.234714
relative_absolute_error
0.210312
relative_absolute_error
0.21263
relative_absolute_error
0.248041
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.18045
root_mean_squared_error
0.183995
root_mean_squared_error
0.182297
root_mean_squared_error
0.165911
root_mean_squared_error
0.18043
root_mean_squared_error
0.182172
root_mean_squared_error
0.184838
root_mean_squared_error
0.175842
root_mean_squared_error
0.181609
root_mean_squared_error
0.194945
root_relative_squared_error
0.6015
root_relative_squared_error
0.613318
root_relative_squared_error
0.607658
root_relative_squared_error
0.553036
root_relative_squared_error
0.601433
root_relative_squared_error
0.607239
root_relative_squared_error
0.616127
root_relative_squared_error
0.58614
root_relative_squared_error
0.605364
root_relative_squared_error
0.649818
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
usercpu_time_millis
2960
usercpu_time_millis
2270
usercpu_time_millis
1990
usercpu_time_millis
2140
usercpu_time_millis
1940
usercpu_time_millis
2000
usercpu_time_millis
1970
usercpu_time_millis
1960
usercpu_time_millis
1820
usercpu_time_millis
1850
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_training
2950
usercpu_time_millis_training
2270
usercpu_time_millis_training
1990
usercpu_time_millis_training
2140
usercpu_time_millis_training
1930
usercpu_time_millis_training
2000
usercpu_time_millis_training
1970
usercpu_time_millis_training
1960
usercpu_time_millis_training
1810
usercpu_time_millis_training
1840