Run
7947866

Run 7947866

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)_eta0.00160012082316727
mlr.classif.xgboost(7)_gamma26.9015135395313
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight16.1815531624564
mlr.classif.xgboost(7)_subsample0.223148972028866
mlr.classif.xgboost(7)_colsample_bytree0.990493517741561
mlr.classif.xgboost(7)_colsample_bylevel0.437802740931511
mlr.classif.xgboost(7)_lambda38.7820318809069
mlr.classif.xgboost(7)_alpha0.851430640970957
mlr.classif.xgboost(7)_nrounds3742
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
0.8896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8115
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6122
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19706.4544
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2939
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
0.8134
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8133
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8133
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6015
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3663
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7411
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.5656
UserCPU time millis
3859.8
UserCPU time millis testing
2.99
UserCPU time millis training
3856.81