Run
516031

Run 516031

Task 3635 (Supervised Classification) fri_c1_250_50 Uploaded 28-01-2016 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
0.8252
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8278
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.652
Cross-validation details (10-fold Crossvalidation)
KB relative information score
162.8373
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4954
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8278
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9934
Cross-validation details (10-fold Crossvalidation)
Recall
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3472
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8333
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.045
UserCPU time millis testing
0.466
UserCPU time millis training
4.579