Run
523855

Run 523855

Task 3485 (Supervised Classification) scene Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.kknn(4)Learner classif.kknn from package(s) !kknn.
classif.kknn(4)_seed1
classif.kknn(4)_kindMersenne-Twister
classif.kknn(4)_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
0.8465
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8844
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6276
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1219.4689
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1209
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8946
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8791
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8791
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3477
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9069
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23.145
UserCPU time millis testing
22.912
UserCPU time millis training
0.233