DEVELOPMENT... OpenML
Run
112245

Run 112245

Task 3680 (Supervised Classification) chscase_vine1 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)_I40
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
0.8832
Per class
Build CPU time
0.0118
Build memory
217195679.3846
F measure
0.8643
Per class
Kappa
0.7267
KB relative information score
37.4827
Mean absolute error
0.1393
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8692
Per class
Predictive accuracy
0.8654
Prior entropy
0.996
Recall
0.8654
Per class
Relative absolute error
0.2801
Root mean prior squared error
0.4985
Root mean squared error
0.3672
Root relative squared error
0.7365
SciMark benchmark
943.4039