Run
4767097

Run 4767097

Task 3 (Supervised Classification) kr-vs-kp Uploaded 07-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_A1DE(1)Weka implementation of FilteredClassifier
weka.A1DE(29)_F1
weka.A1DE(29)_M1.0
weka.FilteredClassifier_AttributeSelectedClassifier_A1DE(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_A1DE(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_A1DE(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_A1DE(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_A1DE(2)_Wweka.classifiers.bayes.AveragedNDependenceEstimators.A1DE

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
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8806
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2121.8771
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1905
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9416
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9406
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9406
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3817
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2603
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5212
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1380.3182
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)