Run
7941745

Run 7941745

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0144219761074195
mlr.classif.xgboost(7)_gamma4.99611126447162
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight32.3630856472637
mlr.classif.xgboost(7)_subsample0.130421142745763
mlr.classif.xgboost(7)_colsample_bytree0.482923278026283
mlr.classif.xgboost(7)_colsample_bylevel0.743150501325726
mlr.classif.xgboost(7)_lambda0.035671757342095
mlr.classif.xgboost(7)_alpha0.0894605112739812
mlr.classif.xgboost(7)_nrounds3680
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
0.9214
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6819
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24602.9158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2372
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
0.8451
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8455
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8455
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4854
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.675
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
221.4211
UserCPU time millis
2041.63
UserCPU time millis testing
1.59
UserCPU time millis training
2040.04