235634
2
Joaquin Vanschoren
242
Supervised Classification
predictive_accuracy
1087
weka.HoeffdingTree(3)
1857
weka.classifiers.trees.HoeffdingTree -- -L 2 -S 1 -E 1.0E-7 -H 0.05 -M 0.01 -G 200.0 -N 0.0
L
2
1087
S
1
1087
E
1.0E-7
1087
H
0.05
1087
M
0.01
1087
G
200.0
1087
N
0.0
1087
weka
weka_3.7.12
12
mfeat-factors
https://www.openml.org/data/download/12/dataset_12_mfeat-factors.arff
-1
785229
description
https://api.openml.org/data/download/785229/weka_generated_run9106877676265872280.xml
-1
785232
model_readable
https://api.openml.org/data/download/785232/WekaModel_weka.classifiers.trees.HoeffdingTree4523590928197690218.model
-1
785231
model_serialized
https://api.openml.org/data/download/785231/WekaSerialized_weka.classifiers.trees.HoeffdingTree8678468684655148367.model
-1
785230
predictions
https://api.openml.org/data/download/785230/weka_generated_predictions6421396048350796970.arff
area_under_roc_curve
0.973022 [0.979058,0.977846,0.966963,0.981309,0.989157,0.981848,0.976731,0.944447,0.95425,0.973855]
average_cost
0
f_measure
0.936449 [0.946667,0.961039,0.892562,0.944,0.956522,0.9375,0.962406,0.916667,0.890756,0.939394]
kappa
0.929239
kb_relative_information_score
616.240176
mean_absolute_error
0.012779
mean_prior_absolute_error
0.18
number_of_instances
660 [76,77,57,63,68,62,67,64,60,66]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.938132 [0.959459,0.961039,0.84375,0.951613,0.942857,0.909091,0.969697,0.982143,0.898305,0.939394]
predictive_accuracy
0.936364
prior_entropy
3.321928
recall
0.936364 [0.934211,0.961039,0.947368,0.936508,0.970588,0.967742,0.955224,0.859375,0.883333,0.939394]
relative_absolute_error
0.070997
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.112288
root_relative_squared_error
0.374293
scimark_benchmark
1321.723623 [817.3573517120341, 976.4149961811265, 523.7765116954197, 1075.683201074126, 3215.386054602602]
total_cost
0
usercpu_time_millis
4480
usercpu_time_millis_testing
1270
usercpu_time_millis_training
3210
area_under_roc_curve
0.973022 [0.979058,0.977846,0.966963,0.981309,0.989157,0.981848,0.976731,0.944447,0.95425,0.973855]
average_cost
0
f_measure
0.936449 [0.946667,0.961039,0.892562,0.944,0.956522,0.9375,0.962406,0.916667,0.890756,0.939394]
kappa
0.929239
kb_relative_information_score
616.240176
mean_absolute_error
0.012779
mean_prior_absolute_error
0.18
number_of_instances
660 [76,77,57,63,68,62,67,64,60,66]
precision
0.938132 [0.959459,0.961039,0.84375,0.951613,0.942857,0.909091,0.969697,0.982143,0.898305,0.939394]
predictive_accuracy
0.936364
prior_entropy
3.321928
recall
0.936364 [0.934211,0.961039,0.947368,0.936508,0.970588,0.967742,0.955224,0.859375,0.883333,0.939394]
relative_absolute_error
0.070997
root_mean_prior_squared_error
0.3
root_mean_squared_error
0.112288
root_relative_squared_error
0.374293
total_cost
0
usercpu_time_millis
1420
usercpu_time_millis_testing
420
usercpu_time_millis_training
1000