DEVELOPMENT... OpenML
Run
15857

Run 15857

Task 48 (Supervised Classification) heart-c Uploaded 04-06-2014 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)_I20
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
0.8607
Per class
F measure
0.8017
Per class
Kappa
0.5998
KB relative information score
165.2695
Mean absolute error
0.0842
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
0.8017
Per class
Predictive accuracy
0.802
Prior entropy
1.0792
Recall
0.802
Per class
Relative absolute error
0.42
Root mean prior squared error
0.315
Root mean squared error
0.2675
Root relative squared error
0.8492
SciMark benchmark
920.8003[561.20997989739871014.4538012229739483.0147548568529900.83853520860881644.4845438813172]