DEVELOPMENT... OpenML
Run
79787

Run 79787

Task 3704 (Supervised Classification) kdd_el_nino-small Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I40
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.9911
Per class
Build CPU time
0.0578
Build memory
194708574.5575
F measure
0.9515
Per class
Kappa
0.8936
KB relative information score
649.8551
Mean absolute error
0.0814
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
0.9516
Per class
Predictive accuracy
0.9514
Prior entropy
0.9348
Recall
0.9514
Per class
Relative absolute error
0.1787
Root mean prior squared error
0.4771
Root mean squared error
0.1902
Root relative squared error
0.3987
SciMark benchmark
919.2952