Run
531257

Run 531257

Task 54 (Supervised Classification) hepatitis Uploaded 04-03-2016 by Martijn Post
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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.

22 Evaluation measures

Area under ROC curve
0.8784
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8429
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.0285
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1588
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.8491
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4814
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3523
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8703
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1838.8826