Run
2590300

Run 2590300

Task 6 (Supervised Classification) letter Uploaded 24-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_J48(3)Weka implementation of FilteredClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.FilteredClassifier_J48(3)_Fweka.filters.supervised.attribute.Discretize -R first-last -precision 6
weka.FilteredClassifier_J48(3)_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
0.9274 ± 0.0038
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7876 ± 0.0103
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7789 ± 0.0107
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16074.3624 ± 19.184
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0184 ± 0.0007
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
0.7886 ± 0.0104
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7874 ± 0.0103
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7874 ± 0.0103
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2493 ± 0.0101
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1149 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5975 ± 0.0152
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1717.0846
UserCPU time millis
180
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
90
Cross-validation details (10-fold Crossvalidation)