Run
7945247

Run 7945247

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)_eta0.0587662482051192
mlr.classif.xgboost(7)_gamma1.43477522027999
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight120.447501094008
mlr.classif.xgboost(7)_subsample0.532487517246045
mlr.classif.xgboost(7)_colsample_bytree0.333003378473222
mlr.classif.xgboost(7)_colsample_bylevel0.349722860567272
mlr.classif.xgboost(7)_lambda102.904715483662
mlr.classif.xgboost(7)_alpha0.596432523505064
mlr.classif.xgboost(7)_nrounds3666
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
0.9216
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8451
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6821
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24682.9165
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2362
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
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8456
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8456
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4834
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6741
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.0972
UserCPU time millis
1369.21
UserCPU time millis testing
1.27
UserCPU time millis training
1367.94