Run
517154

Run 517154

Task 9941 (Supervised Classification) wall-robot-navigation Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(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
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8872
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.83
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4601.2611
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0564
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
0.889
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.8873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1701
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2374
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5834
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
87.634
UserCPU time millis testing
0.827
UserCPU time millis training
86.807