DEVELOPMENT... OpenML
Run
13936

Run 13936

Task 50 (Supervised Classification) heart-h 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
0.9017
Per class
F measure
0.8152
Per class
Kappa
0.5931
KB relative information score
137.9831
Mean absolute error
0.0941
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8183
Per class
Predictive accuracy
0.8197
Prior entropy
1.0314
Recall
0.8197
Per class
Relative absolute error
0.5039
Root mean prior squared error
0.3037
Root mean squared error
0.226
Root relative squared error
0.744
SciMark benchmark
917.9064[559.7691512301901868.7804618306067484.1035797902428911.17140496421141765.7074124997566]