Run
538983

Run 538983

Task 3769 (Supervised Classification) chscase_census5 Uploaded 22-03-2016 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
0.4751
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0124
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2.6025
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5017
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.4942
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4975
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.4975
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0046
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0253
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1732.2066