DEVELOPMENT... OpenML
Run
69382

Run 69382

Task 3704 (Supervised Classification) kdd_el_nino-small Uploaded 30-11-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I160
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.9752
Per class
Build CPU time
0.1877
Build memory
208093816.5013
F measure
0.9099
Per class
Kappa
0.804
KB relative information score
628.2658
Mean absolute error
0.0853
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
0.912
Per class
Predictive accuracy
0.9092
Prior entropy
0.9348
Recall
0.9092
Per class
Relative absolute error
0.1872
Root mean prior squared error
0.4771
Root mean squared error
0.2454
Root relative squared error
0.5144
SciMark benchmark
926.9727