Run
7939991

Run 7939991

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)_eta0.0491758327097397
mlr.classif.xgboost(7)_gamma128.232153330982
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight10.3719915201428
mlr.classif.xgboost(7)_subsample0.854151282692328
mlr.classif.xgboost(7)_colsample_bytree0.847369067184627
mlr.classif.xgboost(7)_colsample_bylevel0.471740312874317
mlr.classif.xgboost(7)_lambda0.631631885662007
mlr.classif.xgboost(7)_alpha402.427441087584
mlr.classif.xgboost(7)_nrounds3616
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
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7679
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5228
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15152.2846
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.345
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
0.7804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7061
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7961
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.2058
UserCPU time millis
2089.04
UserCPU time millis testing
0.45
UserCPU time millis training
2088.59