DEVELOPMENT... OpenML
Run
103868

Run 103868

Task 285 (Supervised Classification) vote 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
0.9969
Per class
Build CPU time
0.059
Build memory
1327886984
F measure
0.986
Per class
Kappa
0.9705
KB relative information score
126.3252
Mean absolute error
0.0628
Mean prior absolute error
0.4739
Number of instances
143
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.986
Per class
Predictive accuracy
0.986
Prior entropy
0.9627
Recall
0.986
Per class
Relative absolute error
0.1326
Root mean prior squared error
0.4865
Root mean squared error
0.1439
Root relative squared error
0.2958
SciMark benchmark
936.8525