Run
248719

Run 248719

Task 1801 (Supervised Classification) diabetes 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
0.8068
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7481
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.4403
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
1366.4485
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.2905
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
3840
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7467
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.751
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.751
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.6393
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4273
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.8964
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1343.4572
UserCPU time millis
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (5 times 2-fold Crossvalidation)