Run
2345557

Run 2345557

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)_C0.01
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
0.9692 ± 0.0046
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8831 ± 0.01
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8703 ± 0.0111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4871.4092 ± 5.3945
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0315 ± 0.002
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
0.8832 ± 0.01
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8833 ± 0.01
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.8833 ± 0.01
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1751 ± 0.0111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1379 ± 0.0056
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4598 ± 0.0187
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1512.4157
UserCPU time millis
420
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
400
Cross-validation details (10-fold Crossvalidation)