DEVELOPMENT... OpenML
Run
104205

Run 104205

Task 3743 (Supervised Classification) fri_c2_500_25 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
0.9282
Per class
Build CPU time
0.2225
Build memory
512824016
F measure
0.845
Per class
Kappa
0.6716
KB relative information score
223.4284
Mean absolute error
0.2855
Mean prior absolute error
0.4768
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8497
Per class
Predictive accuracy
0.848
Prior entropy
0.9664
Recall
0.848
Per class
Relative absolute error
0.5988
Root mean prior squared error
0.4882
Root mean squared error
0.3392
Root relative squared error
0.6949
SciMark benchmark
928.1083