Run
7940807

Run 7940807

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)_eta0.130705716750408
mlr.classif.xgboost(7)_gamma82.5717048028216
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight1.74882958816964
mlr.classif.xgboost(7)_subsample0.636224562069401
mlr.classif.xgboost(7)_colsample_bytree0.960434618033469
mlr.classif.xgboost(7)_colsample_bylevel0.613975809514523
mlr.classif.xgboost(7)_lambda2.16097173775366
mlr.classif.xgboost(7)_alpha0.00858941643638411
mlr.classif.xgboost(7)_nrounds3140
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
0.9173
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8347
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6608
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23086.6607
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2553
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
0.8349
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8354
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8354
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5224
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3406
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6892
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
192.4245
UserCPU time millis
3478.37
UserCPU time millis testing
0.59
UserCPU time millis training
3477.78