Run
515654

Run 515654

Task 3567 (Supervised Classification) collins 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
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9677
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9647
Cross-validation details (10-fold Crossvalidation)
KB relative information score
478.4676
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0043
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1212
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9709
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.968
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6642
Cross-validation details (10-fold Crossvalidation)
Recall
0.968
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0352
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.246
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2655
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23.892
UserCPU time millis testing
0.562
UserCPU time millis training
23.33