Run
7944506

Run 7944506

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.172039942519824
mlr.classif.xgboost(7)_gamma405.815440129281
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight1.23945547389262
mlr.classif.xgboost(7)_subsample0.192652017902583
mlr.classif.xgboost(7)_colsample_bytree0.736138322390616
mlr.classif.xgboost(7)_colsample_bylevel0.740775661729276
mlr.classif.xgboost(7)_lambda0.0925467007782876
mlr.classif.xgboost(7)_alpha0.00106656531851778
mlr.classif.xgboost(7)_nrounds3160
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
0.8006
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4853
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10847.952
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3916
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
0.7698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4236
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8569
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
174.589
UserCPU time millis
872.11
UserCPU time millis testing
0.4
UserCPU time millis training
871.71