DEVELOPMENT... OpenML
Run
14088

Run 14088

Task 42 (Supervised Classification) haberman 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
0.654
Per class
F measure
0.7459
Per class
Kappa
0.32
KB relative information score
26.5097
Mean absolute error
0.3432
Mean prior absolute error
0.39
Number of instances
306
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7424
Per class
Predictive accuracy
0.7614
Prior entropy
0.836
Recall
0.7614
Per class
Relative absolute error
0.88
Root mean prior squared error
0.4412
Root mean squared error
0.4248
Root relative squared error
0.9628
SciMark benchmark
921.7022[568.1565284916834875.490699549413479.77736813077775915.94689394904971769.1393263693276]