DEVELOPMENT... OpenML
Run
112762

Run 112762

Task 3594 (Supervised Classification) analcatdata_supreme 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)_I20
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
0.999
Per class
Build CPU time
0.6219
Build memory
581214781.5459
F measure
0.9933
Per class
Kappa
0.9817
KB relative information score
3959.1577
Mean absolute error
0.0077
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
0.9933
Per class
Predictive accuracy
0.9933
Prior entropy
0.7946
Recall
0.9933
Per class
Relative absolute error
0.0212
Root mean prior squared error
0.4269
Root mean squared error
0.0788
Root relative squared error
0.1846
SciMark benchmark
936.1433