Run
521604

Run 521604

Task 9960 (Supervised Classification) wall-robot-navigation Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(7)Learner classif.rda from package(s) klaR.
classif.rda(7)_estimate.errorFALSE
classif.rda(7)_seed1
classif.rda(7)_kindMersenne-Twister
classif.rda(7)_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
0.7923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7136
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5743
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3343.3748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1453
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
0.7271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7093
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.7093
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4388
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3812
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9368
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
381.694
UserCPU time millis testing
0.619
UserCPU time millis training
381.075