DEVELOPMENT... OpenML
Run
33559

Run 33559

Task 4479 (Supervised Classification) fri_c2_250_5 Uploaded 15-10-2014 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
0.9549
Per class
Build CPU time
0.8115
Build memory
1536196008.4
F measure
0.893
Per class
Kappa
0.7821
KB relative information score
1661.023
Mean absolute error
0.1789
Mean prior absolute error
0.4929
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8948
Per class
Predictive accuracy
0.8936
Prior entropy
0.9898
Recall
0.8936
Per class
Relative absolute error
0.363
Root mean prior squared error
0.4964
Root mean squared error
0.2889
Root relative squared error
0.582
SciMark benchmark
945.0006