DEVELOPMENT... OpenML
Run
31594

Run 31594

Task 3594 (Supervised Classification) analcatdata_supreme 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)_I160
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
0.9958
Per class
Build CPU time
2.5025
Build memory
1185526167.3485
F measure
0.9931
Per class
Kappa
0.9809
KB relative information score
3931.3629
Mean absolute error
0.0111
Mean prior absolute error
0.3645
Number of instances
4052
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9931
Per class
Predictive accuracy
0.9931
Prior entropy
0.7946
Recall
0.9931
Per class
Relative absolute error
0.0303
Root mean prior squared error
0.4269
Root mean squared error
0.0739
Root relative squared error
0.1731
SciMark benchmark
946.1837