DEVELOPMENT... OpenML
Run
104127

Run 104127

Task 3665 (Supervised Classification) pyrim 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
0.9284
Per class
Build CPU time
0.0269
Build memory
417955973.9459
F measure
0.9052
Per class
Kappa
0.8048
KB relative information score
49.7223
Mean absolute error
0.1665
Mean prior absolute error
0.4872
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9053
Per class
Predictive accuracy
0.9054
Prior entropy
0.9819
Recall
0.9054
Per class
Relative absolute error
0.3417
Root mean prior squared error
0.4934
Root mean squared error
0.2999
Root relative squared error
0.6079
SciMark benchmark
928.1083