Run
7939919

Run 7939919

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.471805795323024
mlr.classif.xgboost(7)_gamma0.0244627431204052
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight18.4618097886336
mlr.classif.xgboost(7)_subsample0.852551763062365
mlr.classif.xgboost(7)_colsample_bytree0.833352636173368
mlr.classif.xgboost(7)_colsample_bylevel0.966650055348873
mlr.classif.xgboost(7)_lambda0.00460582095399768
mlr.classif.xgboost(7)_alpha1.48412856850725
mlr.classif.xgboost(7)_nrounds2534
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
0.9822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8657
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37736.883
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0852
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
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9344
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1743
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2229
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4509
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
174.3956
UserCPU time millis
4722.66
UserCPU time millis testing
3.48
UserCPU time millis training
4719.18