Run
521607

Run 521607

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

classif.xyf(4)Learner classif.xyf from package(s) kohonen.
classif.xyf(4)_seed1
classif.xyf(4)_kindMersenne-Twister
classif.xyf(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
0.8146
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6318
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3579.1882
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1213
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
0.758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7573
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.7573
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3483
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.856
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19.106
UserCPU time millis testing
0.292
UserCPU time millis training
18.814