1810833
1
Jan van Rijn
37
Supervised Classification
3554
weka.AttributeSelectedClassifier_MultilayerPerceptron(1)
8989
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H 10
L
0.3
1820
M
0.2
1820
N
500
1820
V
0
1820
S
0
1820
E
20
1820
H
10
1820
E
weka.attributeSelection.CfsSubsetEval -P 1 -E 1
3554
S
weka.attributeSelection.BestFirst -D 1 -N 5
3554
W
weka.classifiers.functions.MultilayerPerceptron
3554
weka
weka_3.7.13
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
4536613
description
https://api.openml.org/data/download/4536613/weka_generated_run4368067211962324335.xml
-1
4536616
model_readable
https://api.openml.org/data/download/4536616/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier9045991582756206299.model
-1
4536615
model_serialized
https://api.openml.org/data/download/4536615/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier5762313254829731355.model
-1
4536614
predictions
https://api.openml.org/data/download/4536614/weka_generated_predictions1105432232533881526.arff
area_under_roc_curve
0.830097 [0.830097,0.830097]
average_cost
0
f_measure
0.763048 [0.829175,0.639676]
kappa
0.470665
kb_relative_information_score
283.573227
mean_absolute_error
0.288321
mean_prior_absolute_error
0.454491
number_of_instances
768 [500,268]
precision
0.762873 [0.797048,0.699115]
predictive_accuracy
0.768229
prior_entropy
0.933487
recall
0.768229 [0.864,0.589552]
relative_absolute_error
0.634382
root_mean_prior_squared_error
0.476641
root_mean_squared_error
0.400748
root_relative_squared_error
0.840776
total_cost
0
area_under_roc_curve
0.90963 [0.90963,0.90963]
area_under_roc_curve
0.74 [0.74,0.74]
area_under_roc_curve
0.846667 [0.846667,0.846667]
area_under_roc_curve
0.811111 [0.811111,0.811111]
area_under_roc_curve
0.823704 [0.823704,0.823704]
area_under_roc_curve
0.885185 [0.885185,0.885185]
area_under_roc_curve
0.817037 [0.817037,0.817037]
area_under_roc_curve
0.892593 [0.892593,0.892593]
area_under_roc_curve
0.79 [0.79,0.79]
area_under_roc_curve
0.838462 [0.838462,0.838462]
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
0.840919 [0.884615,0.76]
f_measure
0.659155 [0.745098,0.5]
f_measure
0.737811 [0.803922,0.615385]
f_measure
0.727294 [0.814815,0.565217]
f_measure
0.785102 [0.849057,0.666667]
f_measure
0.830412 [0.871287,0.754717]
f_measure
0.758239 [0.830189,0.625]
f_measure
0.802302 [0.854369,0.705882]
f_measure
0.738733 [0.82243,0.577778]
f_measure
0.745988 [0.815534,0.612245]
kappa
0.645706
kappa
0.245667
kappa
0.419744
kappa
0.387917
kappa
0.519126
kappa
0.626074
kappa
0.459016
kappa
0.561003
kappa
0.40625
kappa
0.428797
kb_relative_information_score
37.858173
kb_relative_information_score
19.000738
kb_relative_information_score
29.362407
kb_relative_information_score
24.644332
kb_relative_information_score
26.275298
kb_relative_information_score
29.752763
kb_relative_information_score
30.354781
kb_relative_information_score
34.979695
kb_relative_information_score
23.074532
kb_relative_information_score
28.270508
mean_absolute_error
0.239906
mean_absolute_error
0.33679
mean_absolute_error
0.281162
mean_absolute_error
0.310404
mean_absolute_error
0.30728
mean_absolute_error
0.285077
mean_absolute_error
0.279129
mean_absolute_error
0.255685
mean_absolute_error
0.310368
mean_absolute_error
0.277558
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.455001
mean_prior_absolute_error
0.452427
mean_prior_absolute_error
0.452427
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
76 [50,26]
number_of_instances
76 [50,26]
precision
0.842817 [0.851852,0.826087]
precision
0.656863 [0.730769,0.52]
precision
0.736404 [0.788462,0.64]
precision
0.732529 [0.758621,0.684211]
precision
0.788961 [0.803571,0.761905]
precision
0.829954 [0.862745,0.769231]
precision
0.760668 [0.785714,0.714286]
precision
0.802071 [0.830189,0.75]
precision
0.741921 [0.77193,0.684211]
precision
0.744463 [0.792453,0.652174]
predictive_accuracy
0.844156
predictive_accuracy
0.662338
predictive_accuracy
0.74026
predictive_accuracy
0.74026
predictive_accuracy
0.792208
predictive_accuracy
0.831169
predictive_accuracy
0.766234
predictive_accuracy
0.805195
predictive_accuracy
0.75
predictive_accuracy
0.75
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
prior_entropy
0.933487
recall
0.844156 [0.92,0.703704]
recall
0.662338 [0.76,0.481481]
recall
0.74026 [0.82,0.592593]
recall
0.74026 [0.88,0.481481]
recall
0.792208 [0.9,0.592593]
recall
0.831169 [0.88,0.740741]
recall
0.766234 [0.88,0.555556]
recall
0.805195 [0.88,0.666667]
recall
0.75 [0.88,0.5]
recall
0.75 [0.84,0.576923]
relative_absolute_error
0.527266
relative_absolute_error
0.740198
relative_absolute_error
0.617937
relative_absolute_error
0.682206
relative_absolute_error
0.675339
relative_absolute_error
0.626542
relative_absolute_error
0.613469
relative_absolute_error
0.561943
relative_absolute_error
0.686007
relative_absolute_error
0.613488
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.477175
root_mean_prior_squared_error
0.47447
root_mean_prior_squared_error
0.47447
root_mean_squared_error
0.349633
root_mean_squared_error
0.465436
root_mean_squared_error
0.402522
root_mean_squared_error
0.416948
root_mean_squared_error
0.398067
root_mean_squared_error
0.369179
root_mean_squared_error
0.40369
root_mean_squared_error
0.363294
root_mean_squared_error
0.424968
root_mean_squared_error
0.401524
root_relative_squared_error
0.732714
root_relative_squared_error
0.975399
root_relative_squared_error
0.843551
root_relative_squared_error
0.873784
root_relative_squared_error
0.834215
root_relative_squared_error
0.773675
root_relative_squared_error
0.845999
root_relative_squared_error
0.761343
root_relative_squared_error
0.895669
root_relative_squared_error
0.846258
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