DEVELOPMENT... OpenML
Run
77680

Run 77680

Task 3605 (Supervised Classification) sleep Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I80
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.6729
Per class
Build CPU time
1.0784
Build memory
516117113.1613
F measure
0.6723
Per class
Kappa
0.3439
KB relative information score
10.1981
Mean absolute error
0.431
Mean prior absolute error
0.498
Number of instances
62
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6802
Per class
Predictive accuracy
0.6774
Prior entropy
0.9972
Recall
0.6774
Per class
Relative absolute error
0.8656
Root mean prior squared error
0.499
Root mean squared error
0.4859
Root relative squared error
0.9739
SciMark benchmark
943.093