Run
7944368

Run 7944368

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00282187619474806
mlr.classif.xgboost(7)_gamma28.4879415817364
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight2.60146772002349
mlr.classif.xgboost(7)_subsample0.360286624007858
mlr.classif.xgboost(7)_colsample_bytree0.874156435765326
mlr.classif.xgboost(7)_colsample_bylevel0.964349298924208
mlr.classif.xgboost(7)_lambda0.339676425557219
mlr.classif.xgboost(7)_alpha0.00391257754323418
mlr.classif.xgboost(7)_nrounds4837
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
0.9367
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7094
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25207.183
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2329
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
0.8584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8587
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8587
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6458
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
209.9363
UserCPU time millis
10674.26
UserCPU time millis testing
6.05
UserCPU time millis training
10668.21