Run
2347162

Run 2347162

Task 6 (Supervised Classification) letter 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
0.9988 ± 0.0006
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9407 ± 0.0048
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9382 ± 0.005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18727.697 ± 9.2887
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0105 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9415 ± 0.0046
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9406 ± 0.0048
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9406 ± 0.0048
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1425 ± 0.0107
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0632 ± 0.002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3285 ± 0.0104
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1528.7405
UserCPU time millis
38170
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
37980
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
190
Cross-validation details (10-fold Crossvalidation)