Run
6382286

Run 6382286

Task 145854 (Supervised Classification) nomao Uploaded 29-08-2017 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)_eta0.0217841359076942
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight15.910387255369
mlr.classif.xgboost(9)_subsample0.330330232018605
mlr.classif.xgboost(9)_colsample_bytree0.586640469031408
mlr.classif.xgboost(9)_colsample_bylevel0.622142049716786
mlr.classif.xgboost(9)_lambda23.0113898791262
mlr.classif.xgboost(9)_alpha0.28779995773367
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4325
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
0.9933
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9147
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29785.3318
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0575
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1408
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1635
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3619
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1304.8331
UserCPU time millis
13062.306
UserCPU time millis testing
34.495
UserCPU time millis training
13027.811