Run
518259

Run 518259

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

classif.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(3)_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
0.8647
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.776
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7402
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3898.5685
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0806
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
0.7333
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.8387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2435
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.284
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6978
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.857
UserCPU time millis testing
0.075
UserCPU time millis training
5.782