DEVELOPMENT... OpenML
Run
33813

Run 33813

Task 3779 (Supervised Classification) fri_c3_100_5 Uploaded 16-10-2014 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
0.901
Per class
Build CPU time
0.2016
Build memory
2965147164
F measure
0.818
Per class
Kappa
0.6293
KB relative information score
44.6656
Mean absolute error
0.289
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8221
Per class
Predictive accuracy
0.82
Prior entropy
0.99
Recall
0.82
Per class
Relative absolute error
0.5863
Root mean prior squared error
0.4964
Root mean squared error
0.3613
Root relative squared error
0.7279
SciMark benchmark
939.0341