DEVELOPMENT... OpenML
Run
78310

Run 78310

Task 3921 (Supervised Classification) jEdit_4.0_4.2 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)_I160
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
0.8278
Per class
Build CPU time
9.1808
Build memory
3347336688.292
F measure
0.7701
Per class
Kappa
0.5404
KB relative information score
107.0001
Mean absolute error
0.3177
Mean prior absolute error
0.4998
Number of instances
274
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.771
Per class
Predictive accuracy
0.7701
Prior entropy
0.9997
Recall
0.7701
Per class
Relative absolute error
0.6357
Root mean prior squared error
0.4999
Root mean squared error
0.4106
Root relative squared error
0.8215
SciMark benchmark
932.0523