DEVELOPMENT... OpenML
Run
146394

Run 146394

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 01-02-2015 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.

22 Evaluation measures

Area under ROC curve
0.9881
Per class
F measure
0.9868
Per class
Kappa
0.9708
KB relative information score
38162.7362
Mean absolute error
0.0132
Mean prior absolute error
0.4514
Number of instances
39366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9868
Per class
Predictive accuracy
0.9868
Prior entropy
0.9287
Recall
0.9868
Per class
Relative absolute error
0.0293
Root mean prior squared error
0.4751
Root mean squared error
0.1145
Root relative squared error
0.2411
SciMark benchmark
915.2795
UserCPU time millis
215780
UserCPU time millis testing
2850
UserCPU time millis training
212930