DEVELOPMENT... OpenML
Run
33796

Run 33796

Task 4540 (Supervised Classification) squash-stored Uploaded 16-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.8587
Per class
Build CPU time
0.2413
Build memory
584502018.6923
F measure
0.7871
Per class
Kappa
0.5706
KB relative information score
217.0544
Mean absolute error
0.3006
Mean prior absolute error
0.4936
Number of instances
520
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7894
Per class
Predictive accuracy
0.7865
Prior entropy
0.9911
Recall
0.7865
Per class
Relative absolute error
0.609
Root mean prior squared error
0.4967
Root mean squared error
0.3886
Root relative squared error
0.7825
SciMark benchmark
939.7054