Run
7947113

Run 7947113

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)_eta0.53080052012861
mlr.classif.xgboost(7)_gamma2.49360157888963
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight27.7777222850796
mlr.classif.xgboost(7)_subsample0.219523145747371
mlr.classif.xgboost(7)_colsample_bytree0.940133477561176
mlr.classif.xgboost(7)_colsample_bylevel0.464826220087707
mlr.classif.xgboost(7)_lambda2.17979215748762
mlr.classif.xgboost(7)_alpha0.0885140603969191
mlr.classif.xgboost(7)_nrounds1901
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
0.9536
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7661
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31682.6488
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1539
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
0.8857
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8858
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8858
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3149
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2887
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5841
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.0136
UserCPU time millis
747.2
UserCPU time millis testing
0.67
UserCPU time millis training
746.53