Run
7947156

Run 7947156

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.694493890985727
mlr.classif.xgboost(7)_gamma139.232676329544
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight28.082008629161
mlr.classif.xgboost(7)_subsample0.1262121116044
mlr.classif.xgboost(7)_colsample_bytree0.411346464045346
mlr.classif.xgboost(7)_colsample_bylevel0.828532664850354
mlr.classif.xgboost(7)_lambda0.00107004881898324
mlr.classif.xgboost(7)_alpha0.242543337406741
mlr.classif.xgboost(7)_nrounds4682
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
0.8568
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7813
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5498
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17720.4552
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.313
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
0.7874
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7853
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7853
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6407
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3883
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7857
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
180.421
UserCPU time millis
4484.59
UserCPU time millis testing
0.59
UserCPU time millis training
4484