Run
1570720

Run 1570720

Task 32 (Supervised Classification) pendigits 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
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8545
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8417
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9388.8661
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0304
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8639
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8575
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.8575
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1689
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5336
Cross-validation details (10-fold Crossvalidation)