DEVELOPMENT... OpenML
Run
9693

Run 9693

Task 13 (Supervised Classification) breast-cancer Uploaded 22-05-2014 by Felicia West
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Flow

weka.AdaBoostM1_DecisionStump(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_DecisionStump(1)_I20
weka.AdaBoostM1_DecisionStump(1)_P100
weka.AdaBoostM1_DecisionStump(1)_S1
weka.AdaBoostM1_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.674
Per class
F measure
0.6942
Per class
Kappa
0.2372
KB relative information score
34.0859
Mean absolute error
0.358
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
0.6946
Per class
Predictive accuracy
0.7203
Prior entropy
0.8796
Recall
0.7203
Per class
Relative absolute error
0.8558
Root mean prior squared error
0.457
Root mean squared error
0.4392
Root relative squared error
0.9609
SciMark benchmark
951.3993[572.06978097976041015.2555353338006482.7975877024999916.58744620763971770.2863098224536]