DEVELOPMENT... OpenML
Run
34102

Run 34102

Task 3835 (Supervised Classification) squash-stored Uploaded 18-10-2014 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
0.8471
Per class
Build CPU time
0.1968
Build memory
171620612.1538
F measure
0.7892
Per class
Kappa
0.5769
KB relative information score
20.8775
Mean absolute error
0.3087
Mean prior absolute error
0.4936
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7951
Per class
Predictive accuracy
0.7885
Prior entropy
0.9911
Recall
0.7885
Per class
Relative absolute error
0.6254
Root mean prior squared error
0.4967
Root mean squared error
0.3941
Root relative squared error
0.7936
SciMark benchmark
940.6216