Run
520522

Run 520522

Task 3684 (Supervised Classification) delta_elevators Uploaded 05-02-2016 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
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7188
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6840.8802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1406
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
9517
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2812
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.375
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7499
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.246
UserCPU time millis testing
2.22
UserCPU time millis training
0.026