Run
7942712

Run 7942712

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.190135499481584
mlr.classif.xgboost(7)_gamma0.500261371113492
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight3.76421480715021
mlr.classif.xgboost(7)_subsample0.650345523119904
mlr.classif.xgboost(7)_colsample_bytree0.221207746118307
mlr.classif.xgboost(7)_colsample_bylevel0.958449216745794
mlr.classif.xgboost(7)_lambda0.00579540814932445
mlr.classif.xgboost(7)_alpha0.483361342790287
mlr.classif.xgboost(7)_nrounds3072
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
0.98
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8536
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36734.2248
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0972
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
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9286
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9286
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1989
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2302
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4657
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
174.4458
UserCPU time millis
2455.26
UserCPU time millis testing
3.21
UserCPU time millis training
2452.05