Run
513091

Run 513091

Task 3937 (Supervised Classification) PopularKids 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
0.5707
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4989
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1565
Cross-validation details (10-fold Crossvalidation)
KB relative information score
119.8111
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3124
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4072
Cross-validation details (10-fold Crossvalidation)
Number of instances
478
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5158
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5314
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4668
Cross-validation details (10-fold Crossvalidation)
Recall
0.5314
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7671
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4511
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5589
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.239
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
62.092
UserCPU time millis testing
0.519
UserCPU time millis training
61.573