Run
521897

Run 521897

Task 3627 (Supervised Classification) cpu_act Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(4)Learner classif.kknn from package(s) !kknn.
classif.kknn(4)_seed1
classif.kknn(4)_kindMersenne-Twister
classif.kknn(4)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9221
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8135
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6589.4183
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.077
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9223
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.923
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1826
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2775
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6043
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.193
UserCPU time millis testing
4.132
UserCPU time millis training
0.061