Run
2347172

Run 2347172

Task 23 (Supervised Classification) cmc 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)_K20
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
0.6831 ± 0.0239
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5069 ± 0.0272
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2347 ± 0.0424
Cross-validation details (10-fold Crossvalidation)
KB relative information score
355.3957 ± 3.5193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3571 ± 0.0098
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.5074 ± 0.0262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5071 ± 0.0284
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5071 ± 0.0284
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8288 ± 0.0229
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4587 ± 0.0099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9883 ± 0.0213
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1403.6278
UserCPU time millis
130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)