DEVELOPMENT... OpenML
Run
32095

Run 32095

Task 3679 (Supervised Classification) chscase_vine2 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
0.9462
Per class
Build CPU time
0.3148
Build memory
891687255.2308
F measure
0.855
Per class
Kappa
0.7087
KB relative information score
306.7256
Mean absolute error
0.1772
Mean prior absolute error
0.4956
Number of instances
468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8573
Per class
Predictive accuracy
0.8547
Prior entropy
0.9937
Recall
0.8547
Per class
Relative absolute error
0.3575
Root mean prior squared error
0.4978
Root mean squared error
0.3135
Root relative squared error
0.6298
SciMark benchmark
950.1365

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