Run
2932068

Run 2932068

Task 28 (Supervised Classification) optdigits Uploaded 28-06-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_NaiveBayes(3)Weka implementation of FilteredClassifier
weka.FilteredClassifier_NaiveBayes(3)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_NaiveBayes(3)_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
0.9764
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9143
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9043
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5130.7753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0175
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_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9166
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9139
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9139
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0971
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4219
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1526.4687
UserCPU time millis
940
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
880
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
60
Cross-validation details (10-fold Crossvalidation)