Run
2347141

Run 2347141

Task 33 (Supervised Classification) cylinder-bands 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
0.7292 ± 0.0726
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6429 ± 0.0658
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2739 ± 0.1305
Cross-validation details (10-fold Crossvalidation)
KB relative information score
123.8868 ± 4.3261
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3796 ± 0.0373
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.6717 ± 0.0689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6667 ± 0.0598
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.6667 ± 0.0598
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.778 ± 0.0759
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4732 ± 0.034
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.958 ± 0.0682
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1431.0043
UserCPU time millis
30
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)