DEVELOPMENT... OpenML
Run
31355

Run 31355

Task 3561 (Supervised Classification) profb 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
0.6719
Per class
Build CPU time
0.2734
Build memory
1034632771.0476
F measure
0.6539
Per class
Kappa
0.1992
KB relative information score
61.1234
Mean absolute error
0.4051
Mean prior absolute error
0.4446
Number of instances
672
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6645
Per class
Predictive accuracy
0.689
Prior entropy
0.9188
Recall
0.689
Per class
Relative absolute error
0.9111
Root mean prior squared error
0.4714
Root mean squared error
0.4531
Root relative squared error
0.9613
SciMark benchmark
924.6497