DEVELOPMENT... OpenML
Run
31500

Run 31500

Task 3837 (Supervised Classification) hayes-roth 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
0.9091
Per class
Build CPU time
0.062
Build memory
539249227.0303
F measure
0.7697
Per class
Kappa
0.51
KB relative information score
65.278
Mean absolute error
0.2431
Mean prior absolute error
0.4746
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.77
Per class
Predictive accuracy
0.7727
Prior entropy
0.9635
Recall
0.7727
Per class
Relative absolute error
0.5122
Root mean prior squared error
0.4869
Root mean squared error
0.3555
Root relative squared error
0.7301
SciMark benchmark
898.9423