Run
7939944

Run 7939944

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)_eta0.307656254119837
mlr.classif.xgboost(7)_gamma0.229901234526537
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight102.386339402138
mlr.classif.xgboost(7)_subsample0.627350993221626
mlr.classif.xgboost(7)_colsample_bytree0.437651465833187
mlr.classif.xgboost(7)_colsample_bylevel0.920286178961396
mlr.classif.xgboost(7)_lambda0.0204533637434413
mlr.classif.xgboost(7)_alpha6.72367860176833
mlr.classif.xgboost(7)_nrounds442
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
0.9539
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7643
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29358.3297
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1841
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
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.885
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.885
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3767
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2904
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5875
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
196.2142
UserCPU time millis
310.23
UserCPU time millis testing
0.37
UserCPU time millis training
309.86