DEVELOPMENT... OpenML
Run
33583

Run 33583

Task 4488 (Supervised Classification) fri_c2_500_50 Uploaded 15-10-2014 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
0.9595
Per class
Build CPU time
13.9324
Build memory
2164939983.04
F measure
0.8968
Per class
Kappa
0.7851
KB relative information score
3287.7127
Mean absolute error
0.1814
Mean prior absolute error
0.4839
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
0.9014
Per class
Predictive accuracy
0.8982
Prior entropy
0.9767
Recall
0.8982
Per class
Relative absolute error
0.3749
Root mean prior squared error
0.4918
Root mean squared error
0.2781
Root relative squared error
0.5655
SciMark benchmark
938.7409