Run
518287

Run 518287

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

classif.xgboost(4)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(4)_nrounds1
classif.xgboost(4)_seed1
classif.xgboost(4)_kindMersenne-Twister
classif.xgboost(4)_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
0.9988
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9978
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5435.1606
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0007
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
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.9985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0022
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.0665
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.465
UserCPU time millis testing
0.172
UserCPU time millis training
8.293