DEVELOPMENT... OpenML
Run
33903

Run 33903

Task 4313 (Supervised Classification) fri_c4_500_100 Uploaded 16-10-2014 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
0.9409
Per class
Build CPU time
25.1138
Build memory
999832827.04
F measure
0.8761
Per class
Kappa
0.7467
KB relative information score
2901.017
Mean absolute error
0.2257
Mean prior absolute error
0.4913
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8829
Per class
Predictive accuracy
0.8778
Prior entropy
0.9875
Recall
0.8778
Per class
Relative absolute error
0.4593
Root mean prior squared error
0.4956
Root mean squared error
0.307
Root relative squared error
0.6194
SciMark benchmark
946.7018