Run
2347158

Run 2347158

Task 2079 (Supervised Classification) eucalyptus Uploaded 26-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_Itrue
weka.IBk(11)_K5
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.AttributeSelectedClassifier_IBk(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IBk(2)_Wweka.classifiers.lazy.IBk

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
0.7883 ± 0.0265
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4674 ± 0.0455
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3222 ± 0.0585
Cross-validation details (10-fold Crossvalidation)
KB relative information score
277.3308 ± 2.5939
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2334 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3132 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
736
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.5032 ± 0.0684
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4728 ± 0.0451
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2629
Cross-validation details (10-fold Crossvalidation)
Recall
0.4728 ± 0.0451
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7453 ± 0.0307
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3957 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.379 ± 0.0138
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9579 ± 0.0351
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1460.7749
UserCPU time millis
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)