DEVELOPMENT... OpenML
Run
104159

Run 104159

Task 3704 (Supervised Classification) kdd_el_nino-small 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
0.9905
Per class
Build CPU time
0.0869
Build memory
242586159.7954
F measure
0.954
Per class
Kappa
0.899
KB relative information score
649.7732
Mean absolute error
0.0825
Mean prior absolute error
0.4553
Number of instances
782
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9541
Per class
Predictive accuracy
0.954
Prior entropy
0.9348
Recall
0.954
Per class
Relative absolute error
0.1812
Root mean prior squared error
0.4771
Root mean squared error
0.1881
Root relative squared error
0.3942
SciMark benchmark
928.1083