Run
518264

Run 518264

Task 9942 (Supervised Classification) wall-robot-navigation 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
0.9775
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9707
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9557
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5226.9542
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0147
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3312
Cross-validation details (10-fold Crossvalidation)
Number of instances
5456
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.9707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0443
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1211
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2976
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.617
UserCPU time millis testing
0.608
UserCPU time millis training
0.009