DEVELOPMENT... OpenML
Run
78873

Run 78873

Task 58 (Supervised Classification) waveform-5000 Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I160
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.9667
Per class
Build CPU time
7.0171
Build memory
922714628.8
F measure
0.852
Per class
Kappa
0.779
KB relative information score
3290.2664
Mean absolute error
0.1907
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
0.8536
Per class
Predictive accuracy
0.8526
Prior entropy
1.5849
Recall
0.8526
Per class
Relative absolute error
0.4291
Root mean prior squared error
0.4714
Root mean squared error
0.2767
Root relative squared error
0.5869
SciMark benchmark
944.2867