DEVELOPMENT... OpenML
Run
145871

Run 145871

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 31-01-2015 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)_I160
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
0.9877
Per class
F measure
0.9869
Per class
Kappa
0.971
KB relative information score
38173.0029
Mean absolute error
0.0131
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
0.987
Per class
Predictive accuracy
0.9869
Prior entropy
0.9287
Recall
0.9869
Per class
Relative absolute error
0.029
Root mean prior squared error
0.4751
Root mean squared error
0.1142
Root relative squared error
0.2404
SciMark benchmark
947.0793
UserCPU time millis
543640
UserCPU time millis testing
7980
UserCPU time millis training
535660