Run
1842477

Run 1842477

Task 125966 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by koen de Raad
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Vote_NaiveBayes(1)Ludmila I. Kuncheva (2004). Combining Pattern Classifiers: Methods and Algorithms. John Wiley and Sons, Inc.. J. Kittler, M. Hatef, Robert P.W. Duin, J. Matas (1998). On combining classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence. 20(3):226-239.
weka.Vote_NaiveBayes(1)_RAVG
weka.Vote_NaiveBayes(1)_S1
weka.Vote_NaiveBayes(1)_Bweka.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.

17 Evaluation measures

Area under ROC curve
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8109
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3894
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-103.9779
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2317
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8405
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7946
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.7946
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3489
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9405
Cross-validation details (10-fold Crossvalidation)