Run
7944639

Run 7944639

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0683122690595888
mlr.classif.xgboost(7)_gamma1.62722601312912
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight3.57104914801656
mlr.classif.xgboost(7)_subsample0.229203343694098
mlr.classif.xgboost(7)_colsample_bytree0.368431642465293
mlr.classif.xgboost(7)_colsample_bylevel0.539345135726035
mlr.classif.xgboost(7)_lambda15.6640943666017
mlr.classif.xgboost(7)_alpha35.2936974598586
mlr.classif.xgboost(7)_nrounds2585
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
0.9006
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8221
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6344
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22017.6606
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2659
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
0.8227
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8231
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8231
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5442
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3546
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7174
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.2376
UserCPU time millis
690.92
UserCPU time millis testing
0.57
UserCPU time millis training
690.35