Run
4331094

Run 4331094

Task 28 (Supervised Classification) optdigits Uploaded 05-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_RandomCommittee_RandomT ree(1)Weka implementation of FilteredClassifier
weka.RandomCommittee_RandomTree(7)_S1
weka.RandomCommittee_RandomTree(7)_num-slots1
weka.RandomCommittee_RandomTree(7)_I10
weka.RandomCommittee_RandomTree(7)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(14)_K0
weka.RandomTree(14)_M1.0
weka.RandomTree(14)_V0.001
weka.RandomTree(14)_S1
weka.FilteredClassifier_AttributeSelectedClassifier_RandomCommittee_RandomTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_RandomCommittee_RandomTree(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_RandomCommittee_RandomTree(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_RandomCommittee_RandomTree(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_RandomCommittee_RandomTree(2)_Wweka.classifiers.meta.RandomCommittee

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
0.9976
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9749
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9721
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5220.9454
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0239
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
0.9749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9749
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9749
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0848
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2828
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1458.1634
UserCPU time millis
610
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
590
Cross-validation details (10-fold Crossvalidation)