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Run
23991

Run 23991

Task 48 (Supervised Classification) heart-c Uploaded 29-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_LWL_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_LWL_DecisionStump(1)_I160
weka.AdaBoostM1_LWL_DecisionStump(1)_P100
weka.AdaBoostM1_LWL_DecisionStump(1)_S1
weka.AdaBoostM1_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_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
0.839
Per class
F measure
0.7977
Per class
Kappa
0.5915
KB relative information score
171.1382
Mean absolute error
0.0792
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.799
Per class
Predictive accuracy
0.7987
Prior entropy
1.0792
Recall
0.7987
Per class
Relative absolute error
0.3951
Root mean prior squared error
0.315
Root mean squared error
0.2765
Root relative squared error
0.8777
SciMark benchmark
898.802[539.8454561531594962.0344422444904458.080963179537865.44732982293661668.6016896274757]