Run
1791682

Run 1791682

Task 3964 (Supervised Classification) OVA_Lung Uploaded 25-07-2016 by Jan van Rijn
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Flow

weka.NaiveBayesUpdateable(10)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
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9592
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7411
Cross-validation details (10-fold Crossvalidation)
KB relative information score
936.7179
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0427
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1503
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9626
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9573
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4095
Cross-validation details (10-fold Crossvalidation)
Recall
0.9573
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2843
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2737
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2067
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7552
Cross-validation details (10-fold Crossvalidation)
Total cost