Run
7947613

Run 7947613

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.146049615104697
mlr.classif.xgboost(7)_gamma2.16391459824964
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight45.386861735078
mlr.classif.xgboost(7)_subsample0.699488297663629
mlr.classif.xgboost(7)_colsample_bytree0.973868269845843
mlr.classif.xgboost(7)_colsample_bylevel0.519654875434935
mlr.classif.xgboost(7)_lambda9.94633951484441
mlr.classif.xgboost(7)_alpha0.0159028610702148
mlr.classif.xgboost(7)_nrounds830
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.9712
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8198
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32763.1458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1459
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9121
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9121
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2985
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2557
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5173
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
199.5454
UserCPU time millis
1100.7
UserCPU time millis testing
0.82
UserCPU time millis training
1099.88