Run
7942707

Run 7942707

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.0023208530633739
mlr.classif.xgboost(7)_gamma37.4027583543233
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight49.1877041789819
mlr.classif.xgboost(7)_subsample0.526024050451815
mlr.classif.xgboost(7)_colsample_bytree0.386994210444391
mlr.classif.xgboost(7)_colsample_bylevel0.221238432452083
mlr.classif.xgboost(7)_lambda0.0011953986040366
mlr.classif.xgboost(7)_alpha1.23493891134316
mlr.classif.xgboost(7)_nrounds1395
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
0.8609
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7696
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5271
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12090.9566
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3787
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
0.7878
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7777
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7777
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7751
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4084
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8263
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
203.0395
UserCPU time millis
574.85
UserCPU time millis testing
0.61
UserCPU time millis training
574.24