Run
89775

Run 89775

Task 2120 (Supervised Classification) satimage Uploaded 08-12-2014 by Joaquin Vanschoren
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Flow

weka.NaiveBayesUpdateable(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
0.9193
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.041
Cross-validation details (33% Holdout set)
Build memory
410678360
Cross-validation details (33% Holdout set)
F measure
0.8015
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7463
Cross-validation details (33% Holdout set)
KB relative information score
1624.1001
Cross-validation details (33% Holdout set)
Mean absolute error
0.0685
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.27
Cross-validation details (33% Holdout set)
Number of instances
2121
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
0.8199
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7926
Cross-validation details (33% Holdout set)
Prior entropy
2.4836
Cross-validation details (33% Holdout set)
Recall
0.7926
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2537
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3674
Cross-validation details (33% Holdout set)
Root mean squared error
0.257
Cross-validation details (33% Holdout set)
Root relative squared error
0.6995
Cross-validation details (33% Holdout set)
SciMark benchmark
940.3415