Run
98853

Run 98853

Task 269 (Supervised Classification) sonar Uploaded 08-12-2014 by Joaquin Vanschoren
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Flow

weka.NaiveBayes(2)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.

21 Evaluation measures

Area under ROC curve
0.6857
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.002
Cross-validation details (33% Holdout set)
Build memory
327196784
Cross-validation details (33% Holdout set)
F measure
0.5588
Per class
Cross-validation details (33% Holdout set)
Kappa
0.1245
Cross-validation details (33% Holdout set)
KB relative information score
9.1994
Cross-validation details (33% Holdout set)
Mean absolute error
0.427
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4971
Cross-validation details (33% Holdout set)
Number of instances
68
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5676
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.5588
Cross-validation details (33% Holdout set)
Prior entropy
0.9968
Cross-validation details (33% Holdout set)
Recall
0.5588
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.859
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4982
Cross-validation details (33% Holdout set)
Root mean squared error
0.6316
Cross-validation details (33% Holdout set)
Root relative squared error
1.2679
Cross-validation details (33% Holdout set)
SciMark benchmark
940.7816