DEVELOPMENT... OpenML
Run
34139

Run 34139

Task 4353 (Supervised Classification) fri_c3_100_10 Uploaded 18-10-2014 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
0.8286
Per class
Build CPU time
0.166
Build memory
1219201512.08
F measure
0.7821
Per class
Kappa
0.5415
KB relative information score
340.6321
Mean absolute error
0.3316
Mean prior absolute error
0.4804
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
0.7897
Per class
Predictive accuracy
0.788
Prior entropy
0.9721
Recall
0.788
Per class
Relative absolute error
0.6902
Root mean prior squared error
0.4899
Root mean squared error
0.4006
Root relative squared error
0.8178
SciMark benchmark
941.6826