DEVELOPMENT... OpenML
Run
34829

Run 34829

Task 4458 (Supervised Classification) cloud Uploaded 21-10-2014 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
0.8582
Per class
Build CPU time
0.1936
Build memory
139736419.2963
F measure
0.8006
Per class
Kappa
0.5006
KB relative information score
443.6952
Mean absolute error
0.2529
Mean prior absolute error
0.4185
Number of instances
1080
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8295
Per class
Predictive accuracy
0.8204
Prior entropy
0.8813
Recall
0.8204
Per class
Relative absolute error
0.6043
Root mean prior squared error
0.4566
Root mean squared error
0.3662
Root relative squared error
0.8019
SciMark benchmark
938.4943