DEVELOPMENT... OpenML
Run
34734

Run 34734

Task 4437 (Supervised Classification) fri_c4_100_25 Uploaded 20-10-2014 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
0.9082
Per class
Build CPU time
0.2992
Build memory
2732071739.92
F measure
0.8076
Per class
Kappa
0.6127
KB relative information score
414.4905
Mean absolute error
0.31
Mean prior absolute error
0.4969
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8155
Per class
Predictive accuracy
0.81
Prior entropy
0.9956
Recall
0.81
Per class
Relative absolute error
0.6238
Root mean prior squared error
0.4984
Root mean squared error
0.3661
Root relative squared error
0.7345
SciMark benchmark
940.5091