DEVELOPMENT... OpenML
Run
34185

Run 34185

Task 4360 (Supervised Classification) elusage 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)_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
0.9513
Per class
Build CPU time
0.0285
Build memory
77743241.7309
F measure
0.8638
Per class
Kappa
0.7234
KB relative information score
386.442
Mean absolute error
0.1513
Mean prior absolute error
0.4922
Number of instances
550
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8641
Per class
Predictive accuracy
0.8636
Prior entropy
0.9891
Recall
0.8636
Per class
Relative absolute error
0.3075
Root mean prior squared error
0.4959
Root mean squared error
0.286
Root relative squared error
0.5766
SciMark benchmark
946.53