DEVELOPMENT... OpenML
Run
33081

Run 33081

Task 4627 (Supervised Classification) desharnais Uploaded 14-10-2014 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
0.8102
Per class
Build CPU time
0.3031
Build memory
2677272337.2938
F measure
0.7414
Per class
Kappa
0.5348
KB relative information score
343.3075
Mean absolute error
0.2466
Mean prior absolute error
0.3804
Number of instances
810
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7638
Per class
Predictive accuracy
0.7568
Prior entropy
1.3765
Recall
0.7568
Per class
Relative absolute error
0.6482
Root mean prior squared error
0.4348
Root mean squared error
0.3593
Root relative squared error
0.8264
SciMark benchmark
947.7023