Run
7945276

Run 7945276

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)_eta0.0310550918476535
mlr.classif.xgboost(7)_gamma0.001519978757091
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight47.5537021384201
mlr.classif.xgboost(7)_subsample0.432664279523306
mlr.classif.xgboost(7)_colsample_bytree0.646320414543152
mlr.classif.xgboost(7)_colsample_bylevel0.444277186132968
mlr.classif.xgboost(7)_lambda0.01300809073079
mlr.classif.xgboost(7)_alpha12.2210409129125
mlr.classif.xgboost(7)_nrounds4620
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
0.9485
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.876
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7459
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28202.9789
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1973
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
0.8759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4038
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2997
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6063
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
196.4458
UserCPU time millis
2788.31
UserCPU time millis testing
4.43
UserCPU time millis training
2783.88