Run
2430544

Run 2430544

Task 3891 (Supervised Classification) gina_agnostic Uploaded 22-06-2017 by Janek Thomas
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Flow

mlr.classif.xgboost(10)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(10)_verbose0
mlr.classif.xgboost(10)_openml.seed1
mlr.classif.xgboost(10)_openml.kindMersenne-Twister
mlr.classif.xgboost(10)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7381
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2559.6331
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1309
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8691
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8691
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8691
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2619
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7237
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.43
UserCPU time millis testing
0.43
UserCPU time millis training
4