Run
7945204

Run 7945204

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.267717745581703
mlr.classif.xgboost(7)_gamma0.332333812252831
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight1.91339969684522
mlr.classif.xgboost(7)_subsample0.914851066609845
mlr.classif.xgboost(7)_colsample_bytree0.889324025809765
mlr.classif.xgboost(7)_colsample_bylevel0.840078286454082
mlr.classif.xgboost(7)_lambda0.00957764809520041
mlr.classif.xgboost(7)_alpha0.00551676074990319
mlr.classif.xgboost(7)_nrounds291
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
0.9865
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8843
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38062.4516
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0833
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
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9435
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1705
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2056
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.416
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.7878
UserCPU time millis
321.47
UserCPU time millis testing
0.73
UserCPU time millis training
320.74