DEVELOPMENT... OpenML
Run
32031

Run 32031

Task 2122 (Supervised Classification) kropt Uploaded 13-10-2014 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
0.922
Per class
Build CPU time
19.372
Build memory
3085139688
F measure
0.5667
Per class
Kappa
0.5169
KB relative information score
5297.0545
Mean absolute error
0.0615
Mean prior absolute error
0.0995
Number of instances
9258
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5684
Per class
Predictive accuracy
0.5689
Prior entropy
3.5053
Recall
0.5689
Per class
Relative absolute error
0.6182
Root mean prior squared error
0.2231
Root mean squared error
0.179
Root relative squared error
0.8021
SciMark benchmark
943.1391