Run
540151

Run 540151

Task 9942 (Supervised Classification) wall-robot-navigation Uploaded 22-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees5553
classif.gbm(7)_interaction.depth5
classif.gbm(7)_shrinkage0.000664
classif.gbm(7)_seed1
classif.gbm(7)_kindMersenne-Twister
classif.gbm(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.

17 Evaluation measures

Area under ROC curve
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9993
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9989
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5444.8216
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0004
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
0.9993
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9993
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.9993
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0011
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0191
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.047
Cross-validation details (10-fold Crossvalidation)