Run
518265

Run 518265

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

classif.ksvm(4)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(4)_fitFALSE
classif.ksvm(4)_seed1
classif.ksvm(4)_kindMersenne-Twister
classif.ksvm(4)_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
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.942
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5160.4119
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0192
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
0.9621
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9615
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.9615
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0581
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1387
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3409
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.276
UserCPU time millis testing
0.986
UserCPU time millis training
3.29