Run
7945291

Run 7945291

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)_eta0.00148311525326138
mlr.classif.xgboost(7)_gamma0.00846792249164299
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight1.48318933954326
mlr.classif.xgboost(7)_subsample0.403234868473373
mlr.classif.xgboost(7)_colsample_bytree0.983102814480662
mlr.classif.xgboost(7)_colsample_bylevel0.444613131135702
mlr.classif.xgboost(7)_lambda1.1575211557527
mlr.classif.xgboost(7)_alpha29.6113571794742
mlr.classif.xgboost(7)_nrounds4019
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
0.9146
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8344
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.66
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22583.4422
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2619
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
0.8349
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8353
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8353
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.536
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3433
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6946
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
169.0094
UserCPU time millis
4691.99
UserCPU time millis testing
9.07
UserCPU time millis training
4682.92