Run
7941256

Run 7941256

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0031736061977063
mlr.classif.xgboost(7)_gamma5.82036339341572
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight20.5651280358327
mlr.classif.xgboost(7)_subsample0.8603806236526
mlr.classif.xgboost(7)_colsample_bytree0.509162103570998
mlr.classif.xgboost(7)_colsample_bylevel0.619327840581536
mlr.classif.xgboost(7)_lambda0.00128651752761028
mlr.classif.xgboost(7)_alpha2.38054544892567
mlr.classif.xgboost(7)_nrounds1316
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
0.9393
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.863
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7189
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24089.0878
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2484
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
0.8634
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5083
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3203
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.648
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
162.1728
UserCPU time millis
3776.93
UserCPU time millis testing
4.71
UserCPU time millis training
3772.22