OpenML
7944975

Run 7944975

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.064214912451022
mlr.classif.xgboost(7)_gamma0.139105228978558
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight56.1923174606783
mlr.classif.xgboost(7)_subsample0.136816093558446
mlr.classif.xgboost(7)_colsample_bytree0.52380652576685
mlr.classif.xgboost(7)_colsample_bylevel0.816863425634802
mlr.classif.xgboost(7)_lambda16.8915701334299
mlr.classif.xgboost(7)_alpha4.21816432916916
mlr.classif.xgboost(7)_nrounds1589
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
0.9232
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8446
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6813
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24980.3082
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2328
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
0.8447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8451
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8451
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4764
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3315
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6707
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
271.4682
UserCPU time millis
769.1
UserCPU time millis testing
0.87
UserCPU time millis training
768.23