DEVELOPMENT... OpenML
Run
34655

Run 34655

Task 3903 (Supervised Classification) pc3 Uploaded 19-10-2014 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
0.8333
Per class
Build CPU time
25.3463
Build memory
305977237.4766
F measure
0.8643
Per class
Kappa
0.1194
KB relative information score
-101.197
Mean absolute error
0.1542
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8698
Per class
Predictive accuracy
0.8996
Prior entropy
0.478
Recall
0.8996
Per class
Relative absolute error
0.837
Root mean prior squared error
0.3031
Root mean squared error
0.2793
Root relative squared error
0.9213
SciMark benchmark
937.7479