Run
2333565

Run 2333565

Task 32 (Supervised Classification) pendigits Uploaded 23-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_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
0.9847 ± 0.0029
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.964 ± 0.0071
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.96 ± 0.0079
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10562.1168 ± 8.3143
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0083 ± 0.0015
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
0.964 ± 0.0071
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.964 ± 0.0071
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.964 ± 0.0071
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0461 ± 0.0081
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0825 ± 0.0084
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.275 ± 0.0281
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1442.5878
UserCPU time millis
520
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
510
Cross-validation details (10-fold Crossvalidation)