Run
2347190

Run 2347190

Task 58 (Supervised Classification) waveform-5000 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
0.971 ± 0.0037
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8585 ± 0.0138
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7882 ± 0.0205
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3640.2272 ± 4.3937
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1484 ± 0.004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8592 ± 0.0134
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8588 ± 0.0137
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8588 ± 0.0137
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.334 ± 0.009
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2574 ± 0.0064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5461 ± 0.0136
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1578.4486
UserCPU time millis
4250
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
4160
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
90
Cross-validation details (10-fold Crossvalidation)