Run
576726

Run 576726

Task 28 (Supervised Classification) optdigits Uploaded 01-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_NaiveBayesUpdateable(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_NaiveBayesUpdateable(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_NaiveBayesUpdateable(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_NaiveBayesUpdateable(1)_Wweka.classifiers.bayes.NaiveBayesUpdateable

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
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9169
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9073
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5145.5227
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0171
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9183
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9165
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9165
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0948
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4132
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.0387
UserCPU time millis
1020
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
700
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
320
Cross-validation details (10-fold Crossvalidation)