DEVELOPMENT... OpenML
Run
116978

Run 116978

Task 1777 (Supervised Classification) breast-cancer Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(2)_I80
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

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
0.6284
Per class
Build CPU time
1.9494
Build memory
101340938.4
F measure
0.6582
Per class
Kappa
0.1718
KB relative information score
189.3516
Mean absolute error
0.3369
Mean prior absolute error
0.4183
Number of instances
1430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6543
Per class
Predictive accuracy
0.6629
Prior entropy
0.8796
Recall
0.6629
Per class
Relative absolute error
0.8053
Root mean prior squared error
0.457
Root mean squared error
0.5533
Root relative squared error
1.2107
SciMark benchmark
899.2335