Run
3801169

Run 3801169

Task 28 (Supervised Classification) optdigits Uploaded 03-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_SimpleLogistic(2)Weka implementation of FilteredClassifier
weka.SimpleLogistic(6)_I0
weka.SimpleLogistic(6)_M500
weka.SimpleLogistic(6)_H50
weka.SimpleLogistic(6)_W0.0
weka.FilteredClassifier_SimpleLogistic(2)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_SimpleLogistic(2)_Wweka.classifiers.functions.SimpleLogistic

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
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9716
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9684
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5429.0648
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0095
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
0.9716
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9715
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0676
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2254
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1457.8232
UserCPU time millis
9580
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
9560
Cross-validation details (10-fold Crossvalidation)