Run
517140

Run 517140

Task 9941 (Supervised Classification) wall-robot-navigation Uploaded 29-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.mda(1)Learner classif.mda from package(s) !mda.
classif.mda(1)_keep.fittedFALSE
classif.mda(1)_start.methodlvq
classif.mda(1)_seed1
classif.mda(1)_kindMersenne-Twister
classif.mda(1)_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
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7783
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6748
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3753.1359
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1049
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
0.7877
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7901
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.7901
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3239
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.796
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.769
UserCPU time millis testing
0.124
UserCPU time millis training
17.645