Run
518286

Run 518286

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

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(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
0.9671
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9321
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5107.614
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0225
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
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9549
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0681
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1501
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.369
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.891
UserCPU time millis testing
0.33
UserCPU time millis training
8.561