Run
6060486

Run 6060486

Task 45 (Supervised Classification) splice Uploaded 03-08-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_AttributeSelectedClassifier_Logistic(1)Weka implementation of AttributeSelectedClassifier
weka.Logistic(8)_R2.767302418810589E-9
weka.Logistic(8)_M-1
weka.Logistic(8)_num-decimal-places4
weka.AttributeSelectedClassifier_Logistic(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_Logistic(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_Logistic(2)_Wweka.classifiers.functions.Logistic
weka.AttributeSelectedClassifier_AttributeSelectedClassifier_Logistic(1)_Eweka.attributeSelection.CfsSubsetEval -M -P 1 -E 1
weka.AttributeSelectedClassifier_AttributeSelectedClassifier_Logistic(1)_Sweka.attributeSelection.GreedyStepwise -T -1.7976931348623157E308 -N 439 -num-slots 1
weka.AttributeSelectedClassifier_AttributeSelectedClassifier_Logistic(1)_Wweka.classifiers.meta.AttributeSelectedClassifier

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
0.9897
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9562
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9289
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2931.8643
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0392
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9564
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9561
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.9561
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0956
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3366
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1611.371
UserCPU time millis
2060
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2060
Cross-validation details (10-fold Crossvalidation)