DEVELOPMENT... OpenML
Run
33462

Run 33462

Task 4458 (Supervised Classification) cloud 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
0.8567
Per class
Build CPU time
0.3254
Build memory
197698005.6519
F measure
0.7903
Per class
Kappa
0.4745
KB relative information score
434.8791
Mean absolute error
0.2564
Mean prior absolute error
0.4185
Number of instances
1080
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8236
Per class
Predictive accuracy
0.813
Prior entropy
0.8813
Recall
0.813
Per class
Relative absolute error
0.6126
Root mean prior squared error
0.4566
Root mean squared error
0.3681
Root relative squared error
0.8062
SciMark benchmark
944.1758