Run
7939934

Run 7939934

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.00618663266720051
mlr.classif.xgboost(7)_gamma139.190575355044
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight32.2784508894018
mlr.classif.xgboost(7)_subsample0.97254357622005
mlr.classif.xgboost(7)_colsample_bytree0.883206629566848
mlr.classif.xgboost(7)_colsample_bylevel0.841272205859423
mlr.classif.xgboost(7)_lambda32.5451061894496
mlr.classif.xgboost(7)_alpha0.949117974072592
mlr.classif.xgboost(7)_nrounds1106
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
0.8925
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8131
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6158
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19730.4711
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
0.8143
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8146
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8146
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6016
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3645
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7375
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
217.2147
UserCPU time millis
1581.75
UserCPU time millis testing
0.54
UserCPU time millis training
1581.21