Run
4320383

Run 4320383

Task 2075 (Supervised Classification) abalone 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
0.7461
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2196
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1515
Cross-validation details (10-fold Crossvalidation)
KB relative information score
957.4726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0567
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.2159
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2602
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2602
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9182
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1686
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9593
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1506.8152
UserCPU time millis
2320
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2230
Cross-validation details (10-fold Crossvalidation)