DEVELOPMENT... OpenML
Run
112581

Run 112581

Task 1779 (Supervised Classification) breast-w 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
0.971
Per class
Build CPU time
0.0503
Build memory
643249940.578
F measure
0.9611
Per class
Kappa
0.9141
KB relative information score
3179.8837
Mean absolute error
0.0389
Mean prior absolute error
0.452
Number of instances
3495
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9612
Per class
Predictive accuracy
0.9611
Prior entropy
0.9297
Recall
0.9611
Per class
Relative absolute error
0.0861
Root mean prior squared error
0.4753
Root mean squared error
0.1947
Root relative squared error
0.4097
SciMark benchmark
923.9118