Run
7939986

Run 7939986

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0380254709846293
mlr.classif.xgboost(7)_gamma0.0354682831233519
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight58.7943136804671
mlr.classif.xgboost(7)_subsample0.86937399294693
mlr.classif.xgboost(7)_colsample_bytree0.296072464436293
mlr.classif.xgboost(7)_colsample_bylevel0.421876026690006
mlr.classif.xgboost(7)_lambda614.936908168074
mlr.classif.xgboost(7)_alpha5.01056427289493
mlr.classif.xgboost(7)_nrounds2105
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
0.9041
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8269
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6442
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22036.0992
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2664
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
0.8278
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5453
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3518
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7117
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.8791
UserCPU time millis
916.82
UserCPU time millis testing
0.96
UserCPU time millis training
915.86