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Run
14229

Run 14229

Task 52 (Supervised Classification) heart-statlog 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
0.8894
Per class
F measure
0.8298
Per class
Kappa
0.6556
KB relative information score
148.462
Mean absolute error
0.2324
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.83
Per class
Predictive accuracy
0.8296
Prior entropy
0.9912
Recall
0.8296
Per class
Relative absolute error
0.4706
Root mean prior squared error
0.4969
Root mean squared error
0.3634
Root relative squared error
0.7313
SciMark benchmark
920.6774[568.7122772436015881.9016285871011483.6674820550281910.22226140528711758.8835103978397]

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