DEVELOPMENT... OpenML
Run
121155

Run 121155

Task 15 (Supervised Classification) breast-w Uploaded 11-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(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_LMT(2)_I80
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.967
Per class
Build CPU time
26.5276
Build memory
1368885820.8069
F measure
0.9686
Per class
Kappa
0.9306
KB relative information score
647.7697
Mean absolute error
0.0316
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
0.9687
Per class
Predictive accuracy
0.9685
Prior entropy
0.9297
Recall
0.9685
Per class
Relative absolute error
0.0699
Root mean prior squared error
0.4753
Root mean squared error
0.1774
Root relative squared error
0.3733
SciMark benchmark
906.6607