DEVELOPMENT... OpenML
Run
33135

Run 33135

Task 4612 (Supervised Classification) mc1 Uploaded 14-10-2014 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
0.8823
Per class
Build CPU time
179.3884
Build memory
492123266.3326
F measure
0.9927
Per class
Kappa
0.3844
KB relative information score
-72422.0677
Mean absolute error
0.0096
Mean prior absolute error
0.0144
Number of instances
94660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9936
Per class
Predictive accuracy
0.9943
Prior entropy
0.0622
Recall
0.9943
Per class
Relative absolute error
0.6667
Root mean prior squared error
0.0845
Root mean squared error
0.0703
Root relative squared error
0.8329
SciMark benchmark
916.2035