Run
561930

Run 561930

Task 3823 (Supervised Classification) postoperative-patient-data Uploaded 17-04-2016 by Martijn Post
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Flow

weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3)Weka implementation of AttributeSelectedClassifier
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3)_Wweka.classifiers.bayes.NaiveBayes

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.3801
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-9.0149
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4272
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4128
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.5597
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8732
Cross-validation details (10-fold Crossvalidation)
Recall
0.6778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0348
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4533
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.489
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0789
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1925.3565