Run
572351

Run 572351

Task 3529 (Supervised Classification) oh5.wc Uploaded 08-05-2016 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
0.6053
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3107
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2069
Cross-validation details (10-fold Crossvalidation)
KB relative information score
226.3949
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1423
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1775
Cross-validation details (10-fold Crossvalidation)
Number of instances
918
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4921
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2887
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2382
Cross-validation details (10-fold Crossvalidation)
Recall
0.2887
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3772
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2661
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
65.997
UserCPU time millis testing
65.086
UserCPU time millis training
0.911