OpenML
7946184

Run 7946184

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)_eta0.0923582216504783
mlr.classif.xgboost(7)_gamma0.432911406922728
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight1.65762655248451
mlr.classif.xgboost(7)_subsample0.368839611462317
mlr.classif.xgboost(7)_colsample_bytree0.792892911098898
mlr.classif.xgboost(7)_colsample_bylevel0.554793860390782
mlr.classif.xgboost(7)_lambda0.0153735618939784
mlr.classif.xgboost(7)_alpha19.0793690242757
mlr.classif.xgboost(7)_nrounds4645
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
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8995
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7942
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31283.7014
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1624
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
0.8995
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8996
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8996
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3324
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2705
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5473
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
157.6292
UserCPU time millis
9652.59
UserCPU time millis testing
8.23
UserCPU time millis training
9644.36