Run
13168

Run 13168

Task 52 (Supervised Classification) heart-statlog Uploaded 22-05-2014 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
0.8848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8474
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6902
Cross-validation details (10-fold Crossvalidation)
KB relative information score
138.6327
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2589
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
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
0.8486
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8481
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8481
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5242
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3546
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7136
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.32[572.06973624638441015.5230404536866483.449727694041879.97311830683271760.5845701777503]