Run
2333517

Run 2333517

Task 6 (Supervised Classification) letter 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
0.957 ± 0.0029
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8828 ± 0.0066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.878 ± 0.0068
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17726.9654 ± 10.7316
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0104 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
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 ± 0.0065
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8827 ± 0.0065
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8827 ± 0.0065
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1412 ± 0.0056
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.089 ± 0.0021
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4629 ± 0.0111
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1521.7778
UserCPU time millis
1060
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
960
Cross-validation details (10-fold Crossvalidation)