Run
4316957

Run 4316957

Task 33 (Supervised Classification) cylinder-bands Uploaded 05-07-2017 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_AttributeSelectedClassifier_ClassificationViaRegres sion_M5P(1)Weka implementation of FilteredClassifier
weka.ClassificationViaRegression_M5P(5)_Wweka.classifiers.trees.M5P
weka.M5P(6)_M4.0
weka.FilteredClassifier_AttributeSelectedClassifier_ClassificationViaRegression_M5P(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_ClassificationViaRegression_M5P(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_ClassificationViaRegression_M5P(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_ClassificationViaRegression_M5P(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_ClassificationViaRegression_M5P(2)_Wweka.classifiers.meta.ClassificationViaRegression

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
0.7626
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6516
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2838
Cross-validation details (10-fold Crossvalidation)
KB relative information score
178.5935
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3232
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.6617
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6648
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.6648
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6624
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4904
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9928
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1464.7563
UserCPU time millis
340
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
330
Cross-validation details (10-fold Crossvalidation)