Run
2347150

Run 2347150

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)_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
0.9513 ± 0.0059
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8397 ± 0.0116
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7597 ± 0.0173
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3659.8075 ± 4.1567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1408 ± 0.0041
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
0.8398 ± 0.0115
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8398 ± 0.0115
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8398 ± 0.0115
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3169 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2772 ± 0.0059
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5881 ± 0.0124
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1454.3046
UserCPU time millis
2400
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2310
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
90
Cross-validation details (10-fold Crossvalidation)