Run
517160

Run 517160

Task 9941 (Supervised Classification) wall-robot-navigation Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.xyf(2)Learner classif.xyf from package(s) kohonen.
classif.xyf(2)_seed1
classif.xyf(2)_kindMersenne-Twister
classif.xyf(2)_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
0.9227
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.897
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4622.231
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0507
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
0.8968
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8986
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.8986
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.153
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5532
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.046
UserCPU time millis testing
0.414
UserCPU time millis training
19.632