DEVELOPMENT... OpenML
Run
111651

Run 111651

Task 3679 (Supervised Classification) chscase_vine2 Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_J48(2)_I80
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
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
0.928
Per class
Build CPU time
0.0168
Build memory
538647909.6923
F measure
0.8568
Per class
Kappa
0.711
KB relative information score
324.7165
Mean absolute error
0.153
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
0.8568
Per class
Predictive accuracy
0.8568
Prior entropy
0.9937
Recall
0.8568
Per class
Relative absolute error
0.3088
Root mean prior squared error
0.4978
Root mean squared error
0.3474
Root relative squared error
0.6979
SciMark benchmark
943.4039