Run
6154

Run 6154

Task 50 (Supervised Classification) heart-h Uploaded 14-05-2014 by Joaquin Vanschoren
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Flow

weka.DecisionStump(1)Weka implementation of 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
0.749
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7981
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5557
Cross-validation details (10-fold Crossvalidation)
KB relative information score
106.7345
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1205
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
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
0.8001
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8027
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.8027
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6456
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2521
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8302
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
923.5068[556.5541600708165901.7103099323627483.23216931738307916.58744620763971759.4501199261804]