Run
518284

Run 518284

Task 9942 (Supervised Classification) wall-robot-navigation Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.sda(5)Learner classif.sda from package(s) sda.
classif.sda(5)_seed1
classif.sda(5)_kindMersenne-Twister
classif.sda(5)_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
0.7647
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5412
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3073.153
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1434
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
0.716
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7132
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.7132
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3787
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9306
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.64
UserCPU time millis testing
0.018
UserCPU time millis training
0.622