Run
572577

Run 572577

Task 9977 (Supervised Classification) nomao Uploaded 11-05-2016 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
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.957
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8945
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30529.3505
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.043
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9569
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.957
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.957
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1053
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2073
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4589
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
368.227
UserCPU time millis testing
367.704
UserCPU time millis training
0.523