DEVELOPMENT... OpenML
Run
103895

Run 103895

Task 1787 (Supervised Classification) cmc 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
0.684
Per class
Build CPU time
0.1978
Build memory
1141776359.6263
F measure
0.508
Per class
Kappa
0.2368
KB relative information score
1714.3146
Mean absolute error
0.3622
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
0.5066
Per class
Predictive accuracy
0.5103
Prior entropy
1.5392
Recall
0.5103
Per class
Relative absolute error
0.8408
Root mean prior squared error
0.4641
Root mean squared error
0.4547
Root relative squared error
0.9796
SciMark benchmark
892.0716