Run
518457

Run 518457

Task 3716 (Supervised Classification) tecator Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(2)Learner classif.kknn from package(s) !kknn.
classif.kknn(2)_seed1
classif.kknn(2)_kindMersenne-Twister
classif.kknn(2)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.8949
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9033
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
192.4309
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0958
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4888
Cross-validation details (10-fold Crossvalidation)
Number of instances
240
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9064
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9042
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.984
Cross-validation details (10-fold Crossvalidation)
Recall
0.9042
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.196
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3096
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6262
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.627
UserCPU time millis testing
0.606
UserCPU time millis training
0.021