Run
1571102

Run 1571102

Task 3521 (Supervised Classification) oh15.wc Uploaded 18-07-2016 by Jan van Rijn
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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
0.8698
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7533
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7218
Cross-validation details (10-fold Crossvalidation)
KB relative information score
667.7133
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0489
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1768
Cross-validation details (10-fold Crossvalidation)
Number of instances
913
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7551
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7547
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2121
Cross-validation details (10-fold Crossvalidation)
Recall
0.7547
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2768
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2205
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7418
Cross-validation details (10-fold Crossvalidation)