Run
3719082

Run 3719082

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

weka.FilteredClassifier_LWL_J48(1)Weka implementation of FilteredClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.FilteredClassifier_LWL_J48(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_LWL_J48(1)_Wweka.classifiers.lazy.LWL
weka.LWL_J48(4)_Atrue
weka.LWL_J48(4)_K-1
weka.LWL_J48(4)_U0
weka.LWL_J48(4)_Wweka.classifiers.trees.J48

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
0.9559
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9203
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9114
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5138.0241
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0174
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
0.9203
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9203
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9203
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4094
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1475.9522
UserCPU time millis
2478720
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2478670
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10-fold Crossvalidation)