DEVELOPMENT... OpenML
Run
111883

Run 111883

Task 15 (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
0.9698
Per class
Build CPU time
0.2908
Build memory
710427876.5322
F measure
0.9658
Per class
Kappa
0.9245
KB relative information score
643.206
Mean absolute error
0.0344
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.966
Per class
Predictive accuracy
0.9657
Prior entropy
0.9297
Recall
0.9657
Per class
Relative absolute error
0.0762
Root mean prior squared error
0.4753
Root mean squared error
0.1853
Root relative squared error
0.3898
SciMark benchmark
923.9118