Run
2081411

Run 2081411

Task 8 (Supervised Classification) liver-disorders Uploaded 20-04-2017 by Arkesh Chatterjee
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Flow

weka.NaiveBayes(16)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
0.6308
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5392
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1498
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16.249
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4621
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4874
Cross-validation details (10-fold Crossvalidation)
Number of instances
345
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6085
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5507
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9818
Cross-validation details (10-fold Crossvalidation)
Recall
0.5507
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9481
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0329
Cross-validation details (10-fold Crossvalidation)