DEVELOPMENT... OpenML
Run
33410

Run 33410

Task 4445 (Supervised Classification) fri_c1_100_50 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
0.8261
Per class
Build CPU time
1.1889
Build memory
398629611.44
F measure
0.7341
Per class
Kappa
0.4589
KB relative information score
237.43
Mean absolute error
0.3934
Mean prior absolute error
0.4929
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
0.741
Per class
Predictive accuracy
0.739
Prior entropy
0.99
Recall
0.739
Per class
Relative absolute error
0.7981
Root mean prior squared error
0.4964
Root mean squared error
0.4238
Root relative squared error
0.8539
SciMark benchmark
943.2888