DEVELOPMENT... OpenML
Run
34968

Run 34968

Task 4488 (Supervised Classification) fri_c2_500_50 Uploaded 22-10-2014 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
0.9582
Per class
Build CPU time
8.9639
Build memory
1324867933.2
F measure
0.8941
Per class
Kappa
0.7794
KB relative information score
3289.0316
Mean absolute error
0.181
Mean prior absolute error
0.4839
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
0.8991
Per class
Predictive accuracy
0.8956
Prior entropy
0.9767
Recall
0.8956
Per class
Relative absolute error
0.374
Root mean prior squared error
0.4918
Root mean squared error
0.279
Root relative squared error
0.5673
SciMark benchmark
827.1142

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