Run
507694

Run 507694

Task 3613 (Supervised Classification) servo Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(2)Learner classif.kknn from package(s) !kknn.
classif.kknn(2)_seed1
classif.kknn(2)_kindMersenne-Twister
classif.kknn(2)_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
0.9164
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9294
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8029
Cross-validation details (10-fold Crossvalidation)
KB relative information score
127.3988
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0719
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3533
Cross-validation details (10-fold Crossvalidation)
Number of instances
167
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9319
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9281
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7794
Cross-validation details (10-fold Crossvalidation)
Recall
0.9281
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2034
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2681
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6394
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.132
UserCPU time millis testing
0.126
UserCPU time millis training
0.006