DEVELOPMENT... OpenML
Run
34100

Run 34100

Task 1787 (Supervised Classification) cmc Uploaded 18-10-2014 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
0.7117
Per class
Build CPU time
10.1929
Build memory
202111312.2086
F measure
0.5233
Per class
Kappa
0.2605
KB relative information score
1247.9397
Mean absolute error
0.3861
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5327
Per class
Predictive accuracy
0.5386
Prior entropy
1.5392
Recall
0.5386
Per class
Relative absolute error
0.8961
Root mean prior squared error
0.4641
Root mean squared error
0.4368
Root relative squared error
0.9411
SciMark benchmark
922.6287