DEVELOPMENT... OpenML
Run
75326

Run 75326

Task 58 (Supervised Classification) waveform-5000 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)_I10
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
0.9686
Per class
Build CPU time
32.4654
Build memory
2141936494.4
F measure
0.8534
Per class
Kappa
0.7814
KB relative information score
3252.0102
Mean absolute error
0.1959
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
0.8561
Per class
Predictive accuracy
0.8542
Prior entropy
1.5849
Recall
0.8542
Per class
Relative absolute error
0.4409
Root mean prior squared error
0.4714
Root mean squared error
0.2774
Root relative squared error
0.5885
SciMark benchmark
902.1764