Run
593870

Run 593870

Task 2075 (Supervised Classification) abalone Uploaded 16-06-2016 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_NaiveBayes(1)_Fweka.filters.MultiFilter -F "weka.filters.unsupervised.attribute.ReplaceMissingNumericValuesAndIndicate " -F "weka.filters.unsupervised.attribute.ReplaceMissingWithUserConstant -A first-last -N ? -R 0 -F yyyy-MM-dd\'T\'HH:mm:ss" -F "weka.filters.unsupervised.attribute.RemoveUseless -M 99.0"
weka.FilteredClassifier_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes

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
0.7068
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2041
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1364
Cross-validation details (10-fold Crossvalidation)
KB relative information score
895.8642
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0558
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.1958
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2356
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2356
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9026
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1881
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0705
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
901.458
UserCPU time millis
260
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
240
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)