Run
516313

Run 516313

Task 3703 (Supervised Classification) fri_c4_500_25 Uploaded 29-01-2016 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
0.8474
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8483
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6916
Cross-validation details (10-fold Crossvalidation)
KB relative information score
343.8429
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.152
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4908
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.849
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9867
Cross-validation details (10-fold Crossvalidation)
Recall
0.848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3097
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3899
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7871
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.601
UserCPU time millis testing
0.5
UserCPU time millis training
5.101