DEVELOPMENT... OpenML
Run
34695

Run 34695

Task 4425 (Supervised Classification) fri_c4_500_10 Uploaded 19-10-2014 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
0.9542
Per class
Build CPU time
1.9275
Build memory
1374597627.2
F measure
0.8748
Per class
Kappa
0.7463
KB relative information score
3024.1859
Mean absolute error
0.2113
Mean prior absolute error
0.4946
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
0.8755
Per class
Predictive accuracy
0.8752
Prior entropy
0.9922
Recall
0.8752
Per class
Relative absolute error
0.4271
Root mean prior squared error
0.4973
Root mean squared error
0.2987
Root relative squared error
0.6006
SciMark benchmark
941.7164