DEVELOPMENT... OpenML
Run
75722

Run 75722

Task 1787 (Supervised Classification) cmc 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
0.692
Per class
Build CPU time
1.6421
Build memory
2299136922.5591
F measure
0.5176
Per class
Kappa
0.251
KB relative information score
1652.0958
Mean absolute error
0.3662
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5163
Per class
Predictive accuracy
0.5207
Prior entropy
1.5392
Recall
0.5207
Per class
Relative absolute error
0.8499
Root mean prior squared error
0.4641
Root mean squared error
0.4454
Root relative squared error
0.9597
SciMark benchmark
947.2295