DEVELOPMENT... OpenML
Run
30518

Run 30518

Task 55 (Supervised Classification) vote 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
0.9881
Per class
Build CPU time
0.08
Build memory
704836419.6782
F measure
0.9656
Per class
Kappa
0.9275
KB relative information score
380.9591
Mean absolute error
0.0648
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9657
Per class
Predictive accuracy
0.9655
Prior entropy
0.9627
Recall
0.9655
Per class
Relative absolute error
0.1366
Root mean prior squared error
0.4869
Root mean squared error
0.1698
Root relative squared error
0.3487
SciMark benchmark
898.5358