Run
572451

Run 572451

Task 3527 (Supervised Classification) oh0.wc Uploaded 09-05-2016 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
0.6323
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3737
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2699
Cross-validation details (10-fold Crossvalidation)
KB relative information score
315.4422
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1236
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1749
Cross-validation details (10-fold Crossvalidation)
Number of instances
1003
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.494
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3819
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1536
Cross-validation details (10-fold Crossvalidation)
Recall
0.3819
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7067
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3516
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.189
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
79.126
UserCPU time millis testing
77.66
UserCPU time millis training
1.466