Run
6294211

Run 6294211

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)_eta0.0638732189462435
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight88.7700467544374
mlr.classif.xgboost(9)_subsample0.686462805257179
mlr.classif.xgboost(9)_colsample_bytree0.189597321907058
mlr.classif.xgboost(9)_colsample_bylevel0.637046488001943
mlr.classif.xgboost(9)_lambda0.0553738197319291
mlr.classif.xgboost(9)_alpha714.686285590636
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2678
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
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7964
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20561.1322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1829
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
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9193
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9193
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4482
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2501
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5537
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1249.6385
UserCPU time millis
5645.677
UserCPU time millis testing
10.737
UserCPU time millis training
5634.94