Run
6020

Run 6020

Task 74 (Learning Curve) breast-w Uploaded 09-05-2014 by Jan van Rijn
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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)_I10
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
0.9878 ± 0.0099
Per class
F measure
0.9503 ± 0.0243
Per class
Kappa
0.8898 ± 0.0538
KB relative information score
0.8683 ± 0.0488
Mean absolute error
0.0601 ± 0.0207
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
6990
Per class
OS information
[ Oracle Corporation, 1.7.0_15, amd64, Linux, 3.5.0-27-generic ]
Precision
0.9502 ± 0.0239
Per class
Predictive accuracy
0.9504 ± 0.0242
Prior entropy
0.9293 ± 0.0041
Recall
0.9504 ± 0.0242
Per class
Relative absolute error
0.1331 ± 0.0458
Root mean prior squared error
0.4753 ± 0.0014
Root mean squared error
0.1999 ± 0.0519
Root relative squared error
0.4207 ± 0.1091
SciMark benchmark
875.8344