Run
7947614

Run 7947614

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.0192201979226456
mlr.classif.xgboost(7)_gamma0.00499199815912429
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight1.61725012641626
mlr.classif.xgboost(7)_subsample0.740076623577625
mlr.classif.xgboost(7)_colsample_bytree0.528394238650799
mlr.classif.xgboost(7)_colsample_bylevel0.684206558763981
mlr.classif.xgboost(7)_lambda0.367900898240178
mlr.classif.xgboost(7)_alpha0.0330619283262325
mlr.classif.xgboost(7)_nrounds1597
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
0.9717
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8198
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31401.9702
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1633
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
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9121
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9121
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3343
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.26
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5261
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
201.943
UserCPU time millis
1215.66
UserCPU time millis testing
1.58
UserCPU time millis training
1214.08