Run
248660

Run 248660

Task 256 (Supervised Classification) nursery Uploaded 04-03-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Standardize_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_Standardize_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
0.9804
Per class
Cross-validation details (33% Holdout set)
F measure
0.8893
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8503
Cross-validation details (33% Holdout set)
KB relative information score
3349.9431
Cross-validation details (33% Holdout set)
Mean absolute error
0.0763
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.273
Cross-validation details (33% Holdout set)
Number of instances
4276
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8987
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.899
Cross-validation details (33% Holdout set)
Prior entropy
1.7176
Cross-validation details (33% Holdout set)
Recall
0.899
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2796
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3694
Cross-validation details (33% Holdout set)
Root mean squared error
0.1778
Cross-validation details (33% Holdout set)
Root relative squared error
0.4812
Cross-validation details (33% Holdout set)
SciMark benchmark
1341.994
UserCPU time millis
100
Cross-validation details (33% Holdout set)
UserCPU time millis testing
90
Cross-validation details (33% Holdout set)
UserCPU time millis training
10
Cross-validation details (33% Holdout set)