DEVELOPMENT... OpenML
Run
30067

Run 30067

Task 4350 (Supervised Classification) fri_c1_500_25 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)_I40
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
0.9406
Per class
Build CPU time
0.4324
Build memory
69554222
F measure
0.875
Per class
Kappa
0.7486
KB relative information score
3194.9345
Mean absolute error
0.1927
Mean prior absolute error
0.4977
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8764
Per class
Predictive accuracy
0.8754
Prior entropy
0.9967
Recall
0.8754
Per class
Relative absolute error
0.3871
Root mean prior squared error
0.4988
Root mean squared error
0.3043
Root relative squared error
0.6099
SciMark benchmark
946.1736