Run
7941251

Run 7941251

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)_eta0.017913520841873
mlr.classif.xgboost(7)_gamma65.6688622553783
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight2.65600818674162
mlr.classif.xgboost(7)_subsample0.367275428469293
mlr.classif.xgboost(7)_colsample_bytree0.876665462180972
mlr.classif.xgboost(7)_colsample_bylevel0.585538147576153
mlr.classif.xgboost(7)_lambda45.4085537959422
mlr.classif.xgboost(7)_alpha0.088011589403297
mlr.classif.xgboost(7)_nrounds3915
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
0.8915
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8118
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6131
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20065.6605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2895
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
0.813
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8133
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8133
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5925
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3643
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7371
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.2701
UserCPU time millis
6237.21
UserCPU time millis testing
1.98
UserCPU time millis training
6235.23