Run
1570710

Run 1570710

Task 31 (Supervised Classification) credit-g Uploaded 18-07-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.NaiveBayes(13)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.7815
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7452
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3794
Cross-validation details (10-fold Crossvalidation)
KB relative information score
275.2656
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2956
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7424
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.753
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.753
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7036
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9226
Cross-validation details (10-fold Crossvalidation)