DEVELOPMENT... OpenML
Run
111986

Run 111986

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)_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
0.9683
Per class
Build CPU time
0.1562
Build memory
545888657.3345
F measure
0.9608
Per class
Kappa
0.9134
KB relative information score
3179.1732
Mean absolute error
0.039
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
0.9609
Per class
Predictive accuracy
0.9608
Prior entropy
0.9297
Recall
0.9608
Per class
Relative absolute error
0.0862
Root mean prior squared error
0.4753
Root mean squared error
0.1961
Root relative squared error
0.4125
SciMark benchmark
936.1433