Run
571757

Run 571757

Task 2 (Supervised Classification) anneal Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(7)Learner classif.kknn from package(s) !kknn.
classif.kknn(7)_openml.seed1
classif.kknn(7)_openml.kindMersenne-Twister
classif.kknn(7)_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
0.9536
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9135
Cross-validation details (10-fold Crossvalidation)
KB relative information score
791.2859
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0115
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9655
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9655
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0857
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1073
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4154
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.006
UserCPU time millis testing
0.975
UserCPU time millis training
0.031