Run
6240624

Run 6240624

Task 145854 (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)_eta0.003464219311319
mlr.classif.xgboost(9)_min_child_weight14.5967989822919
mlr.classif.xgboost(9)_subsample0.888945187837817
mlr.classif.xgboost(9)_colsample_bytree0.259925187332556
mlr.classif.xgboost(9)_colsample_bylevel0.541160873835906
mlr.classif.xgboost(9)_lambda12.7824696211221
mlr.classif.xgboost(9)_alpha0.00855588452502357
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3483
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
0.9935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9139
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29640.0669
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0601
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
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9649
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1473
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1631
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.361
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.9225
UserCPU time millis
14069.925
UserCPU time millis testing
66.19
UserCPU time millis training
14003.735