DEVELOPMENT... OpenML
Run
34142

Run 34142

Task 4608 (Supervised Classification) pc3 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
0.8282
Per class
Build CPU time
24.9831
Build memory
2765186509.7925
F measure
0.8623
Per class
Kappa
0.1047
KB relative information score
-859.7975
Mean absolute error
0.1537
Mean prior absolute error
0.1842
Number of instances
15630
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8667
Per class
Predictive accuracy
0.8988
Prior entropy
0.478
Recall
0.8988
Per class
Relative absolute error
0.8345
Root mean prior squared error
0.3031
Root mean squared error
0.2786
Root relative squared error
0.9192
SciMark benchmark
944.0159