Run
249606

Run 249606

Task 4600 (Supervised Classification) gina_prior 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
0.7975
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7846
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5713
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
19844.5211
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2138
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
34680
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7935
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7863
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7863
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4278
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4605
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9212
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
922.1419
UserCPU time millis
1940
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
1280
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
660
Cross-validation details (10 times 10-fold Crossvalidation)