Run
7909948

Run 7909948

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.18413114574097
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight3.04987427314827
mlr.classif.xgboost(9)_subsample0.813384065171704
mlr.classif.xgboost(9)_colsample_bytree0.325379760237411
mlr.classif.xgboost(9)_colsample_bylevel0.460995106492192
mlr.classif.xgboost(9)_lambda2.32878252274641
mlr.classif.xgboost(9)_alpha2.67261420050451
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4243
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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.

21 Evaluation measures

Area under ROC curve
0.9992
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9946
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9534
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13019.5619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0085
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9946
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9946
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9946
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0738
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0647
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2694
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.0241
UserCPU time millis
4711.132
UserCPU time millis testing
8.621
UserCPU time millis training
4702.511