Run
2345737

Run 2345737

Task 32 (Supervised Classification) pendigits 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
0.9906 ± 0.0022
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9459 ± 0.0083
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9399 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10324.6643 ± 8.2849
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0147 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.946 ± 0.0081
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.946 ± 0.0083
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.946 ± 0.0083
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0817 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0953 ± 0.0075
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3178 ± 0.0249
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1479.459
UserCPU time millis
640
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
600
Cross-validation details (10-fold Crossvalidation)