DEVELOPMENT... OpenML
Run
6842

Run 6842

Task 55 (Supervised Classification) vote Uploaded 21-05-2014 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)_I160
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
0.9881
Per class
F measure
0.9609
Per class
Kappa
0.9177
KB relative information score
395.4117
Mean absolute error
0.0426
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.961
Per class
Predictive accuracy
0.9609
Prior entropy
0.9627
Recall
0.9609
Per class
Relative absolute error
0.0899
Root mean prior squared error
0.4869
Root mean squared error
0.188
Root relative squared error
0.3861
SciMark benchmark
950.9145[570.01324729237611015.7907504114269484.3219757802961915.30723635829941769.1394630054465]