Run
12171

Run 12171

Task 34 (Supervised Classification) postoperative-patient-data 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
0.4644
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5801
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0413
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-7.6458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3062
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
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
0.501
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.6889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0665
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3882
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0339
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
880.1605[561.9332224641744860.2477677660884484.10363182779514912.43991219425081582.0780669842495]