DEVELOPMENT... OpenML
Run
103985

Run 103985

Task 3059 (Supervised Classification) pasture 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
0.861
Per class
Build CPU time
0.012
Build memory
527131016
F measure
0.8333
Per class
Kappa
0.7027
KB relative information score
5.724
Mean absolute error
0.2594
Mean prior absolute error
0.4444
Number of instances
11
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9394
Per class
Predictive accuracy
0.8182
Prior entropy
1.585
Recall
0.8182
Per class
Relative absolute error
0.5836
Root mean prior squared error
0.4714
Root mean squared error
0.3554
Root relative squared error
0.7539
SciMark benchmark
943.7068