DEVELOPMENT... OpenML
Run
104343

Run 104343

Task 3903 (Supervised Classification) pc3 Uploaded 08-12-2014 by Felicia West
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
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
0.8535
Per class
Build CPU time
0.5872
Build memory
771881477.8605
F measure
0.8828
Per class
Kappa
0.2612
KB relative information score
-181.1348
Mean absolute error
0.147
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8859
Per class
Predictive accuracy
0.906
Prior entropy
0.478
Recall
0.906
Per class
Relative absolute error
0.7979
Root mean prior squared error
0.3031
Root mean squared error
0.2694
Root relative squared error
0.8887
SciMark benchmark
933.9469