DEVELOPMENT... OpenML
Run
104040

Run 104040

Task 3559 (Supervised Classification) confidence 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
0.9711
Per class
Build CPU time
0.0152
Build memory
856025624.8889
F measure
0.8362
Per class
Kappa
0.8
KB relative information score
56.5954
Mean absolute error
0.081
Mean prior absolute error
0.2778
Number of instances
72
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8425
Per class
Predictive accuracy
0.8333
Prior entropy
2.585
Recall
0.8333
Per class
Relative absolute error
0.2915
Root mean prior squared error
0.3727
Root mean squared error
0.2087
Root relative squared error
0.5601
SciMark benchmark
844.3635