Run
571530

Run 571530

Task 3543 (Supervised Classification) irish Uploaded 04-05-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(6)Learner classif.kknn from package(s) !kknn.
classif.kknn(6)_openml.seed1
classif.kknn(6)_openml.kindMersenne-Twister
classif.kknn(6)_openml.normal.kindInversion

Result files

xml
Description

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

arff
Predictions

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

20 Evaluation measures

Area under ROC curve
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.974
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9474
Cross-validation details (10-fold Crossvalidation)
KB relative information score
473.4906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.026
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.974
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.974
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.991
Cross-validation details (10-fold Crossvalidation)
Recall
0.974
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0527
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3245
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.12
UserCPU time millis testing
0.116
UserCPU time millis training
0.004