Run
2345726

Run 2345726

Task 28 (Supervised Classification) optdigits Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_M10
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_J48(2)_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
0.9694 ± 0.0047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8817 ± 0.01
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8687 ± 0.0112
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4871.9102 ± 5.536
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0314 ± 0.0021
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
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
0.8817 ± 0.0101
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8819 ± 0.0101
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.8819 ± 0.0101
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1743 ± 0.0114
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1381 ± 0.0059
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4604 ± 0.0196
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1655.4938
UserCPU time millis
350
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
340
Cross-validation details (10-fold Crossvalidation)