DEVELOPMENT... OpenML
Run
121824

Run 121824

Task 1777 (Supervised Classification) breast-cancer Uploaded 12-12-2014 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)_I160
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
0.6263
Per class
Build CPU time
7.813
Build memory
371883804.8
F measure
0.6716
Per class
Kappa
0.2017
KB relative information score
231.9556
Mean absolute error
0.3268
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
0.6671
Per class
Predictive accuracy
0.6776
Prior entropy
0.8796
Recall
0.6776
Per class
Relative absolute error
0.7812
Root mean prior squared error
0.457
Root mean squared error
0.5458
Root relative squared error
1.1943
SciMark benchmark
936.1433