DEVELOPMENT... OpenML
Run
34699

Run 34699

Task 4426 (Supervised Classification) bolts 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
0.9201
Per class
Build CPU time
0.0276
Build memory
1831963986.08
F measure
0.9414
Per class
Kappa
0.8695
KB relative information score
292.0599
Mean absolute error
0.1321
Mean prior absolute error
0.4571
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9453
Per class
Predictive accuracy
0.9425
Prior entropy
0.9403
Recall
0.9425
Per class
Relative absolute error
0.2889
Root mean prior squared error
0.477
Root mean squared error
0.2516
Root relative squared error
0.5275
SciMark benchmark
941.1438