Run
2345467

Run 2345467

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)_C0.5
weka.J48(38)_M2
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
0.9565 ± 0.0072
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9099 ± 0.0127
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9 ± 0.0142
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5076.0165 ± 6.8451
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0202 ± 0.0022
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
0.9099 ± 0.0126
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.91 ± 0.0128
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.91 ± 0.0128
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.112 ± 0.0124
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1294 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4315 ± 0.0306
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1452.7266
UserCPU time millis
510
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
500
Cross-validation details (10-fold Crossvalidation)