Run
4314424

Run 4314424

Task 26 (Supervised Classification) nursery Uploaded 05-07-2017 by Miguel Cachada
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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
0.9996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9787
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12399.0362
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0166
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.273
Cross-validation details (10-fold Crossvalidation)
Number of instances
12960
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0607
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0708
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1915
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1450.3691
UserCPU time millis
340
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
310
Cross-validation details (10-fold Crossvalidation)