Run
4710063

Run 4710063

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

weka.FilteredClassifier_MultiBoostAB_J48(1)Weka implementation of FilteredClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.FilteredClassifier_MultiBoostAB_J48(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_MultiBoostAB_J48(1)_Wweka.classifiers.meta.MultiBoostAB
weka.MultiBoostAB_J48(4)_C3
weka.MultiBoostAB_J48(4)_P100
weka.MultiBoostAB_J48(4)_S1
weka.MultiBoostAB_J48(4)_I10
weka.MultiBoostAB_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
0.9952
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9703
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.967
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5456.3063
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.006
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
0.9704
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9703
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9703
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0726
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.242
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1413.3461
UserCPU time millis
4990
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
4890
Cross-validation details (10-fold Crossvalidation)