DEVELOPMENT... OpenML
Run
19666

Run 19666

Task 13 (Supervised Classification) breast-cancer Uploaded 16-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_BFTree(1)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_BFTree(1)_I10
weka.AdaBoostM1_BFTree(1)_P100
weka.AdaBoostM1_BFTree(1)_S1
weka.AdaBoostM1_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.6497
Per class
F measure
0.6719
Per class
Kappa
0.2082
KB relative information score
47.0729
Mean absolute error
0.3252
Mean prior absolute error
0.4183
Number of instances
286
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6694
Per class
Predictive accuracy
0.6748
Prior entropy
0.8796
Recall
0.6748
Per class
Relative absolute error
0.7775
Root mean prior squared error
0.457
Root mean squared error
0.5173
Root relative squared error
1.1319
SciMark benchmark
942.0307[553.7272124480361014.1867954103211481.93081680843505912.12245438067161748.186045654969]