Run
4770443

Run 4770443

Task 32 (Supervised Classification) pendigits Uploaded 07-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_A1DE(1)Weka implementation of FilteredClassifier
weka.A1DE(29)_F1
weka.A1DE(29)_M1.0
weka.FilteredClassifier_AttributeSelectedClassifier_A1DE(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_A1DE(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_A1DE(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_A1DE(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_A1DE(2)_Wweka.classifiers.bayes.AveragedNDependenceEstimators.A1DE

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
0.9993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9746
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9718
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10717.4646
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0064
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9748
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0356
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.062
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2068
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1504.8074
UserCPU time millis
450
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
400
Cross-validation details (10-fold Crossvalidation)