Run
521603

Run 521603

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

classif.sparseLDA(3)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(3)_seed1
classif.sparseLDA(3)_kindMersenne-Twister
classif.sparseLDA(3)_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
0.5692
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3452
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1566
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1381.3455
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2671
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
0.6541
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.4657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8065
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5169
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2701
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
57.029
UserCPU time millis testing
0.038
UserCPU time millis training
56.991