Run
7938239

Run 7938239

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.0379820980009842
mlr.classif.xgboost(7)_gamma3.13014588904336
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight2.16568507729808
mlr.classif.xgboost(7)_subsample0.787725561717525
mlr.classif.xgboost(7)_colsample_bytree0.649419559724629
mlr.classif.xgboost(7)_colsample_bylevel0.683878580480814
mlr.classif.xgboost(7)_lambda0.00600679033589058
mlr.classif.xgboost(7)_alpha0.00335859951699894
mlr.classif.xgboost(7)_nrounds2902
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
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.883
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36603.4686
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1026
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
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2099
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2092
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4233
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.8057
UserCPU time millis
4038.58
UserCPU time millis testing
4.66
UserCPU time millis training
4033.92