OpenML
7937655

Run 7937655

Task 219 (Supervised Classification) electricity Uploaded 02-10-2017 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)_eta0.0339946966660581
mlr.classif.xgboost(7)_gamma57.9320666398041
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight17.5166111338792
mlr.classif.xgboost(7)_subsample0.300149076152593
mlr.classif.xgboost(7)_colsample_bytree0.89575711414218
mlr.classif.xgboost(7)_colsample_bylevel0.617983458377421
mlr.classif.xgboost(7)_lambda0.0240499138313859
mlr.classif.xgboost(7)_alpha139.777778088371
mlr.classif.xgboost(7)_nrounds1595
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
0.8629
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7667
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5205
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15133.2657
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3451
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
0.7802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7737
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7737
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7063
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3942
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7975
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.3468
UserCPU time millis
1417.76
UserCPU time millis testing
0.31
UserCPU time millis training
1417.45