Run
248766

Run 248766

Task 1914 (Supervised Classification) postoperative-patient-data Uploaded 04-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_Standardize_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_Standardize_NaiveBayes(1)_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
0.403
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5964
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
-0.0127
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-49.9922
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2919
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
900
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5675
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6844
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6844
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
1.017
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4023
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0713
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1341.994
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)