Run
7938245

Run 7938245

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.0376737719004004
mlr.classif.xgboost(7)_gamma8.40579822308246
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight14.6420472469585
mlr.classif.xgboost(7)_subsample0.373281558719464
mlr.classif.xgboost(7)_colsample_bytree0.688466650061309
mlr.classif.xgboost(7)_colsample_bylevel0.769727013632655
mlr.classif.xgboost(7)_lambda3.9628827521084
mlr.classif.xgboost(7)_alpha1.22379103917191
mlr.classif.xgboost(7)_nrounds3468
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
0.9562
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8852
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7647
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29068.2707
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1883
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
0.8851
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8853
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8853
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3855
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5835
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
170.6257
UserCPU time millis
3980.73
UserCPU time millis testing
1.38
UserCPU time millis training
3979.35