Run
247518

Run 247518

Task 231 (Supervised Classification) anneal Uploaded 04-03-2015 by Joaquin Vanschoren
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Flow

weka.NaiveBayes(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.

22 Evaluation measures

Area under ROC curve
0.9677
Per class
Cross-validation details (33% Holdout set)
F measure
0.8675
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7211
Cross-validation details (33% Holdout set)
KB relative information score
213.4555
Cross-validation details (33% Holdout set)
Mean absolute error
0.0539
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.141
Cross-validation details (33% Holdout set)
Number of instances
296
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.912
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8547
Cross-validation details (33% Holdout set)
Prior entropy
1.2149
Cross-validation details (33% Holdout set)
Recall
0.8547
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3825
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.2709
Cross-validation details (33% Holdout set)
Root mean squared error
0.2115
Cross-validation details (33% Holdout set)
Root relative squared error
0.7805
Cross-validation details (33% Holdout set)
SciMark benchmark
1350.9691
UserCPU time millis
40
Cross-validation details (33% Holdout set)
UserCPU time millis testing
40
Cross-validation details (33% Holdout set)