Run
1852104

Run 1852104

Task 9960 (Supervised Classification) wall-robot-navigation Uploaded 12-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.gbm.preproc(4)Learner mlr.classif.gbm.preproc from package(s) gbm.
mlr.classif.gbm.preproc(4)_keep.dataFALSE
mlr.classif.gbm.preproc(4)_openml.seed1
mlr.classif.gbm.preproc(4)_openml.kindMersenne-Twister
mlr.classif.gbm.preproc(4)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.791
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7073
Cross-validation details (10-fold Crossvalidation)
KB relative information score
344.1251
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3497
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
0.8008
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8142
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.8142
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0558
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4046
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9943
Cross-validation details (10-fold Crossvalidation)