Run
6363

Run 6363

Task 48 (Supervised Classification) heart-c Uploaded 15-05-2014 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(1)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.DecisionTable_BestFirst(1)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(1)_X1

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
0.8253
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5129
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.0194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1663
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
0.7586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.7591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8299
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2694
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8553
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.3568[567.78666173126961015.52310425331480.6364546036713907.70082742804311765.136766288487]