Run
7947883

Run 7947883

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.0981936767711528
mlr.classif.xgboost(7)_gamma0.11791911354904
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight4.39637628619208
mlr.classif.xgboost(7)_subsample0.659470861707814
mlr.classif.xgboost(7)_colsample_bytree0.235973190516233
mlr.classif.xgboost(7)_colsample_bylevel0.962530388496816
mlr.classif.xgboost(7)_lambda746.795040725786
mlr.classif.xgboost(7)_alpha0.0577177574327924
mlr.classif.xgboost(7)_nrounds2754
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
0.9318
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.702
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25615.3064
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2262
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
0.8549
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8552
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8552
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4629
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.653
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
208.4177
UserCPU time millis
1109
UserCPU time millis testing
1.41
UserCPU time millis training
1107.59