Run
6359736

Run 6359736

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)_eta0.0446955697227144
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight112.882227904534
mlr.classif.xgboost(9)_subsample0.424999093194492
mlr.classif.xgboost(9)_colsample_bytree0.331623299978673
mlr.classif.xgboost(9)_colsample_bylevel0.139071008423343
mlr.classif.xgboost(9)_lambda9.08286872090843
mlr.classif.xgboost(9)_alpha133.586511583432
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3732
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
0.9835
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.938
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8467
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25257.1331
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1169
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
0.9381
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9386
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9386
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2865
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2149
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.3706
UserCPU time millis
7286.918
UserCPU time millis testing
18.051
UserCPU time millis training
7268.867