Run
7940835

Run 7940835

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)_eta0.478978909402619
mlr.classif.xgboost(7)_gamma513.678058352732
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight48.269301542535
mlr.classif.xgboost(7)_subsample0.190747080161236
mlr.classif.xgboost(7)_colsample_bytree0.918662270903587
mlr.classif.xgboost(7)_colsample_bylevel0.427521348558366
mlr.classif.xgboost(7)_lambda0.872771860885446
mlr.classif.xgboost(7)_alpha0.0149713972790235
mlr.classif.xgboost(7)_nrounds1997
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
0.7798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7423
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4725
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10161.415
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3983
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
0.7664
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7537
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7537
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8151
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4296
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8692
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
213.5907
UserCPU time millis
979.48
UserCPU time millis testing
0.33
UserCPU time millis training
979.15