DEVELOPMENT... OpenML
Run
16641

Run 16641

Task 58 (Supervised Classification) waveform-5000 Uploaded 04-06-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I160
weka.Bagging_RandomForest(1)_P100
weka.Bagging_RandomForest(1)_S1
weka.Bagging_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(1)_num-slots1
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

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

arff
Predictions

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

19 Evaluation measures

Area under ROC curve
0.9689
Per class
F measure
0.8554
Per class
Kappa
0.7844
KB relative information score
3254.9929
Mean absolute error
0.1956
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8582
Per class
Predictive accuracy
0.8562
Prior entropy
1.5849
Recall
0.8562
Per class
Relative absolute error
0.4402
Root mean prior squared error
0.4714
Root mean squared error
0.2771
Root relative squared error
0.5878
SciMark benchmark
928.1803[556.5541177310433993.0198336334009467.25060485183866897.44607893752641726.630907546678]