DEVELOPMENT... OpenML
Run
31781

Run 31781

Task 4385 (Supervised Classification) chscase_vine1 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
0.9125
Per class
Build CPU time
0.0337
Build memory
792061667.8923
F measure
0.804
Per class
Kappa
0.6061
KB relative information score
274.394
Mean absolute error
0.2452
Mean prior absolute error
0.4972
Number of instances
520
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8044
Per class
Predictive accuracy
0.8038
Prior entropy
0.996
Recall
0.8038
Per class
Relative absolute error
0.4932
Root mean prior squared error
0.4985
Root mean squared error
0.3514
Root relative squared error
0.7049
SciMark benchmark
945.3455