Run
7941275

Run 7941275

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)_eta0.00100313571058221
mlr.classif.xgboost(7)_gamma2.40840864015588
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight2.33088431627778
mlr.classif.xgboost(7)_subsample0.218199286377057
mlr.classif.xgboost(7)_colsample_bytree0.651711961999536
mlr.classif.xgboost(7)_colsample_bylevel0.269483476504684
mlr.classif.xgboost(7)_lambda0.0950001723953434
mlr.classif.xgboost(7)_alpha0.0162931430709141
mlr.classif.xgboost(7)_nrounds4961
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
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7541
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4961
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11006.1452
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3883
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
0.7755
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.764
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7948
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8502
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
180.478
UserCPU time millis
883.89
UserCPU time millis testing
0.75
UserCPU time millis training
883.14