Run
4553709

Run 4553709

Task 6 (Supervised Classification) letter Uploaded 06-07-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_DTNB(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_DTNB(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_DTNB(1)_Wweka.classifiers.rules.DTNB
weka.DTNB(5)_X1

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
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7667
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7541
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15828.0224
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0216
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
0.7782
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.113
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5876
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1451.5754
UserCPU time millis
280860
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
940
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
279920
Cross-validation details (10-fold Crossvalidation)