OpenML
6362311

Run 6362311

Task 9977 (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)_eta0.00210791206089594
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight4.54818557079831
mlr.classif.xgboost(9)_subsample0.810459989425726
mlr.classif.xgboost(9)_colsample_bytree0.489088802831247
mlr.classif.xgboost(9)_colsample_bylevel0.620016012806445
mlr.classif.xgboost(9)_lambda0.0435363143355335
mlr.classif.xgboost(9)_alpha0.0112660311195538
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds790
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
0.993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9638
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9113
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24069.847
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1486
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
0.9638
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9639
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9639
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3642
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1934
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4281
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1304.1889
UserCPU time millis
7702.303
UserCPU time millis testing
22.018
UserCPU time millis training
7680.285