DEVELOPMENT... OpenML
Run
30249

Run 30249

Task 4627 (Supervised Classification) desharnais 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)_I80
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
0.8049
Per class
Build CPU time
0.0543
Build memory
389390166.2716
F measure
0.7189
Per class
Kappa
0.4939
KB relative information score
288.6865
Mean absolute error
0.2711
Mean prior absolute error
0.3804
Number of instances
810
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7238
Per class
Predictive accuracy
0.7259
Prior entropy
1.3765
Recall
0.7259
Per class
Relative absolute error
0.7127
Root mean prior squared error
0.4348
Root mean squared error
0.3731
Root relative squared error
0.8582
SciMark benchmark
897.1385