DEVELOPMENT... OpenML
Run
32906

Run 32906

Task 1787 (Supervised Classification) cmc Uploaded 14-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I160
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.7099
Per class
Build CPU time
1.1357
Build memory
739205386.9491
F measure
0.5249
Per class
Kappa
0.2619
KB relative information score
1794.0146
Mean absolute error
0.356
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
0.5249
Per class
Predictive accuracy
0.5272
Prior entropy
1.5392
Recall
0.5272
Per class
Relative absolute error
0.8263
Root mean prior squared error
0.4641
Root mean squared error
0.438
Root relative squared error
0.9438
SciMark benchmark
943.541