DEVELOPMENT... OpenML
Run
34186

Run 34186

Task 4616 (Supervised Classification) ar4 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)_I80
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
0.8231
Per class
Build CPU time
0.2907
Build memory
77952500.0598
F measure
0.8207
Per class
Kappa
0.3797
KB relative information score
259.5243
Mean absolute error
0.2105
Mean prior absolute error
0.3076
Number of instances
1070
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8159
Per class
Predictive accuracy
0.8318
Prior entropy
0.707
Recall
0.8318
Per class
Relative absolute error
0.6844
Root mean prior squared error
0.3899
Root mean squared error
0.3356
Root relative squared error
0.8607
SciMark benchmark
944.9073