DEVELOPMENT... OpenML
Run
34075

Run 34075

Task 4595 (Supervised Classification) ada_prior Uploaded 17-10-2014 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
0.8737
Per class
Build CPU time
113.925
Build memory
1640414924.0535
F measure
0.8314
Per class
Kappa
0.5249
KB relative information score
16405.0455
Mean absolute error
0.2448
Mean prior absolute error
0.3732
Number of instances
45620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8384
Per class
Predictive accuracy
0.8441
Prior entropy
0.8085
Recall
0.8441
Per class
Relative absolute error
0.656
Root mean prior squared error
0.4319
Root mean squared error
0.3397
Root relative squared error
0.7864
SciMark benchmark
947.7579