Run
7947984

Run 7947984

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)_eta0.0213620274942417
mlr.classif.xgboost(7)_gamma1.67789227625528
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight107.703744549824
mlr.classif.xgboost(7)_subsample0.324064905871637
mlr.classif.xgboost(7)_colsample_bytree0.395522306114435
mlr.classif.xgboost(7)_colsample_bylevel0.256964476406574
mlr.classif.xgboost(7)_lambda2.69575011875146
mlr.classif.xgboost(7)_alpha0.0743300883677467
mlr.classif.xgboost(7)_nrounds3095
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
0.9037
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8264
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6432
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22389.9676
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2617
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
0.8271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8274
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8274
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5356
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3515
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7111
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.7307
UserCPU time millis
935.36
UserCPU time millis testing
0.95
UserCPU time millis training
934.41