OpenML
7940045

Run 7940045

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)_eta0.0198412172348654
mlr.classif.xgboost(7)_gamma201.460423222708
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight2.25026187800147
mlr.classif.xgboost(7)_subsample0.199407423450612
mlr.classif.xgboost(7)_colsample_bytree0.968187666870654
mlr.classif.xgboost(7)_colsample_bylevel0.904743153229356
mlr.classif.xgboost(7)_lambda0.438534460401848
mlr.classif.xgboost(7)_alpha0.0572164994203303
mlr.classif.xgboost(7)_nrounds1078
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
0.8555
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4935
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13413.7662
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3634
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
0.7727
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7437
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4059
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8212
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
199.4871
UserCPU time millis
2241.26
UserCPU time millis testing
0.3
UserCPU time millis training
2240.96