DEVELOPMENT... OpenML
Run
7294

Run 7294

Task 29 (Supervised Classification) credit-approval 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)_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
0.9285
Per class
F measure
0.8423
Per class
Kappa
0.6815
KB relative information score
416.3715
Mean absolute error
0.2067
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8432
Per class
Predictive accuracy
0.842
Prior entropy
0.9913
Recall
0.842
Per class
Relative absolute error
0.4185
Root mean prior squared error
0.497
Root mean squared error
0.3211
Root relative squared error
0.6461
SciMark benchmark
910.88[569.26911428393041015.2555353338006483.2321174670136909.59057174132591577.0526249164507]