Run
7945256

Run 7945256

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)_eta0.0109122765178203
mlr.classif.xgboost(7)_gamma0.182342619558768
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight110.483040217356
mlr.classif.xgboost(7)_subsample0.696029977011494
mlr.classif.xgboost(7)_colsample_bytree0.426511084660888
mlr.classif.xgboost(7)_colsample_bylevel0.801067300140858
mlr.classif.xgboost(7)_lambda0.0842391094389151
mlr.classif.xgboost(7)_alpha7.4382111187138
mlr.classif.xgboost(7)_nrounds4997
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
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8675
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7284
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27155.9154
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2093
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
0.8675
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4283
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3086
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6243
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
196.0394
UserCPU time millis
9793.37
UserCPU time millis testing
9.1
UserCPU time millis training
9784.27