Run
4324048

Run 4324048

Task 2076 (Supervised Classification) kropt 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
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7434
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7142
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19406.2342
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0505
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7445
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.7445
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.507
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1486
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6662
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.2927
UserCPU time millis
64450
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
490
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
63960
Cross-validation details (10-fold Crossvalidation)