Run
521588

Run 521588

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

classif.mda(3)Learner classif.mda from package(s) !mda.
classif.mda(3)_keep.fittedFALSE
classif.mda(3)_start.methodlvq
classif.mda(3)_seed1
classif.mda(3)_kindMersenne-Twister
classif.mda(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
0.7634
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6871
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.529
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3070.0729
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1545
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
0.6864
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.691
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.691
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4665
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3931
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9659
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
54.961
UserCPU time millis testing
0.103
UserCPU time millis training
54.858