Run
7941261

Run 7941261

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)_eta0.0467578794027496
mlr.classif.xgboost(7)_gamma0.106078218681239
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight29.1039356053487
mlr.classif.xgboost(7)_subsample0.432654205523431
mlr.classif.xgboost(7)_colsample_bytree0.74490281548351
mlr.classif.xgboost(7)_colsample_bylevel0.907768625579774
mlr.classif.xgboost(7)_lambda0.655195726013425
mlr.classif.xgboost(7)_alpha0.698759090465506
mlr.classif.xgboost(7)_nrounds1627
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
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9036
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8026
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31498.2427
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1604
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
0.9036
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9036
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9036
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3283
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2674
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.541
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
191.0007
UserCPU time millis
1411.26
UserCPU time millis testing
1.25
UserCPU time millis training
1410.01