Run
7944351

Run 7944351

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)_eta0.00793536661865481
mlr.classif.xgboost(7)_gamma0.0532391944855841
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight1.08864556373188
mlr.classif.xgboost(7)_subsample0.547108143661171
mlr.classif.xgboost(7)_colsample_bytree0.560027643851936
mlr.classif.xgboost(7)_colsample_bylevel0.82480561286211
mlr.classif.xgboost(7)_lambda39.7319433128014
mlr.classif.xgboost(7)_alpha25.3828897915031
mlr.classif.xgboost(7)_nrounds113
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
0.8604
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5195
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8282.5696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4186
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
0.7837
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8567
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4309
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8718
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
211.6727
UserCPU time millis
48.76
UserCPU time millis testing
0.21
UserCPU time millis training
48.55