Run
4541105

Run 4541105

Task 6 (Supervised Classification) letter Uploaded 06-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_A1DE(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_A1DE(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_A1DE(1)_Wweka.classifiers.bayes.AveragedNDependenceEstimators.A1DE
weka.A1DE(29)_F1
weka.A1DE(29)_M1.0

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
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9129
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9092
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18467.8478
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0094
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
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
0.9142
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9127
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1274
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.07
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1582.7205
UserCPU time millis
450
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
290
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
160
Cross-validation details (10-fold Crossvalidation)