Run
521599

Run 521599

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

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9958
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9936
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5419.2343
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0021
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
0.9958
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9958
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.9958
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0064
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1128
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
314.119
UserCPU time millis testing
19.493
UserCPU time millis training
294.626