Run
14534

Run 14534

Task 48 (Supervised Classification) heart-c Uploaded 23-05-2014 by Joaquin Vanschoren
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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)_I160
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
0.8895
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8146
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6256
Cross-validation details (10-fold Crossvalidation)
KB relative information score
166.1669
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0853
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8152
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8152
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.8152
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4257
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2347
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7451
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.9576[565.94439658822851015.7907504114269483.6674820550281905.8189190131481768.5664600912808]