Run
7947820

Run 7947820

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.137922237932891
mlr.classif.xgboost(7)_gamma279.201085744427
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight10.1632560384195
mlr.classif.xgboost(7)_subsample0.825302781537175
mlr.classif.xgboost(7)_colsample_bytree0.753460278734565
mlr.classif.xgboost(7)_colsample_bylevel0.905293156765401
mlr.classif.xgboost(7)_lambda14.2845441569379
mlr.classif.xgboost(7)_alpha85.0802055016212
mlr.classif.xgboost(7)_nrounds3614
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
0.8702
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7773
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5418
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16488.6583
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3296
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
0.7875
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6745
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3862
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7813
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
221.4465
UserCPU time millis
3768.78
UserCPU time millis testing
0.5
UserCPU time millis training
3768.28