Run
2333841

Run 2333841

Task 2 (Supervised Classification) anneal Uploaded 23-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_K1
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
0.9663 ± 0.0357
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9417 ± 0.0225
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8573 ± 0.0557
Cross-validation details (10-fold Crossvalidation)
KB relative information score
735.0369 ± 6.96
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0243 ± 0.0083
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9438 ± 0.0212
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.941 ± 0.0231
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.941 ± 0.0231
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1807 ± 0.0616
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1332 ± 0.0251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5158 ± 0.0984
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1731.4963
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)