Run
3772172

Run 3772172

Task 26 (Supervised Classification) nursery Uploaded 03-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_ClassificationViaRegression_M5P(1)Weka implementation of FilteredClassifier
weka.ClassificationViaRegression_M5P(5)_Wweka.classifiers.trees.M5P
weka.M5P(6)_M4.0
weka.FilteredClassifier_ClassificationViaRegression_M5P(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_ClassificationViaRegression_M5P(1)_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
0.9999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9951
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.993
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12518.3781
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0137
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
0.9951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9952
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9952
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0502
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3695
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0562
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1522
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1416.6378
UserCPU time millis
1840
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1770
Cross-validation details (10-fold Crossvalidation)