Run
522921

Run 522921

Task 3711 (Supervised Classification) elevators Uploaded 09-02-2016 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
0.7573
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8128
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5501
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9148.2105
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1798
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4271
Cross-validation details (10-fold Crossvalidation)
Number of instances
16599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8157
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8202
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.8202
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4209
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.424
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9175
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.526
UserCPU time millis testing
8.264
UserCPU time millis training
0.262