DEVELOPMENT... OpenML
Run
32983

Run 32983

Task 3846 (Supervised Classification) cmc Uploaded 14-10-2014 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
0.7648
Per class
Build CPU time
20.2651
Build memory
159896313.8629
F measure
0.7084
Per class
Kappa
0.4044
KB relative information score
378.2973
Mean absolute error
0.3765
Mean prior absolute error
0.4894
Number of instances
1473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7289
Per class
Predictive accuracy
0.721
Prior entropy
0.9846
Recall
0.721
Per class
Relative absolute error
0.7693
Root mean prior squared error
0.4946
Root mean squared error
0.4339
Root relative squared error
0.8771
SciMark benchmark
944.5052