Run
521605

Run 521605

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

classif.xgboost(6)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(6)_nrounds1
classif.xgboost(6)_seed1
classif.xgboost(6)_kindMersenne-Twister
classif.xgboost(6)_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
0.995
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9936
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9903
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5398.6418
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0032
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
0.9936
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9936
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.9936
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0097
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0566
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1392
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.285
UserCPU time millis testing
0.183
UserCPU time millis training
5.102