319788
2
Joaquin Vanschoren
271
Supervised Classification
predictive_accuracy
1079
weka.RandomForest(5)
1849
weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1
I
100
1079
K
0
1079
S
1
1079
num-slots
1
1079
weka
weka_3.7.12
42
soybean
https://www.openml.org/data/download/42/dataset_42_soybean.arff
-1
1088278
description
https://api.openml.org/data/download/1088278/weka_generated_run1398122292583162995.xml
-1
1088281
model_readable
https://api.openml.org/data/download/1088281/WekaModel_weka.classifiers.trees.RandomForest2061167054036195866.model
-1
1088280
model_serialized
https://api.openml.org/data/download/1088280/WekaSerialized_weka.classifiers.trees.RandomForest5553090085916037947.model
-1
1088279
predictions
https://api.openml.org/data/download/1088279/weka_generated_predictions3800137617910659362.arff
area_under_roc_curve
0.99519 [1,1,1,1,1,1,1,0.993387,1,1,1,1,0.991628,0.992821,0.982051,1,1,1,1]
average_cost
0
f_measure
0.883668 [1,1,1,0.981818,1,1,1,0.875,1,1,1,0.923077,0.333333,0.861538,0.736842,1,1,0.666667,0.8]
kappa
0.881511
kb_relative_information_score
186.917947
mean_absolute_error
0.028623
mean_prior_absolute_error
0.095831
number_of_instances
225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.904379 [1,1,1,0.964286,1,1,1,0.813953,1,1,1,1,1,0.8,0.777778,1,1,0.5,1]
predictive_accuracy
0.893333
prior_entropy
3.857248
recall
0.893333 [1,1,1,1,1,1,1,0.945946,1,1,1,0.857143,0.2,0.933333,0.7,1,1,1,0.666667]
relative_absolute_error
0.29868
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.096784
root_relative_squared_error
0.443028
scimark_benchmark
1326.894624 [791.0387808404206, 1000.4958509626932, 541.2004924557762, 1103.299696955527, 3198.4382982949937]
total_cost
0
usercpu_time_millis
490
usercpu_time_millis_testing
80
usercpu_time_millis_training
410
area_under_roc_curve
0.99519 [1,1,1,1,1,1,1,0.993387,1,1,1,1,0.991628,0.992821,0.982051,1,1,1,1]
average_cost
0
f_measure
0.883668 [1,1,1,0.981818,1,1,1,0.875,1,1,1,0.923077,0.333333,0.861538,0.736842,1,1,0.666667,0.8]
kappa
0.881511
kb_relative_information_score
186.917947
mean_absolute_error
0.028623
mean_prior_absolute_error
0.095831
number_of_instances
225 [6,5,5,27,18,9,3,37,7,4,5,14,10,30,30,4,6,2,3]
precision
0.904379 [1,1,1,0.964286,1,1,1,0.813953,1,1,1,1,1,0.8,0.777778,1,1,0.5,1]
predictive_accuracy
0.893333
prior_entropy
3.857248
recall
0.893333 [1,1,1,1,1,1,1,0.945946,1,1,1,0.857143,0.2,0.933333,0.7,1,1,1,0.666667]
relative_absolute_error
0.29868
root_mean_prior_squared_error
0.218459
root_mean_squared_error
0.096784
root_relative_squared_error
0.443028
total_cost
0
usercpu_time_millis
440
usercpu_time_millis_testing
30
usercpu_time_millis_training
410