OpenML
6305026

Run 6305026

Task 9977 (Supervised Classification) nomao Uploaded 28-08-2017 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)_boostergblinear
mlr.classif.xgboost(9)_eta0.102744257763589
mlr.classif.xgboost(9)_subsample0.795744751440361
mlr.classif.xgboost(9)_lambda0.00757702319487506
mlr.classif.xgboost(9)_alpha0.00159987148125434
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4905
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
0.9877
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9479
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8722
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28225.8142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0749
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
0.9479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.948
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.948
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1938
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4291
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1291.4489
UserCPU time millis
13267.203
UserCPU time millis testing
0.907
UserCPU time millis training
13266.296