Run
1570878

Run 1570878

Task 3481 (Supervised Classification) isolet 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
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8496
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8447
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6638.8486
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0115
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8601
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8507
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.8507
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1552
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1063
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5527
Cross-validation details (10-fold Crossvalidation)