Run
7947604

Run 7947604

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.713182692690665
mlr.classif.xgboost(7)_gamma0.188555594765432
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight6.47173482951467
mlr.classif.xgboost(7)_subsample0.328320823074318
mlr.classif.xgboost(7)_colsample_bytree0.268054003641009
mlr.classif.xgboost(7)_colsample_bylevel0.809597077593207
mlr.classif.xgboost(7)_lambda0.108624841703579
mlr.classif.xgboost(7)_alpha0.175197420973663
mlr.classif.xgboost(7)_nrounds1310
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
0.9508
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7575
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32266.854
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.145
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
0.8815
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8816
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2967
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2965
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5999
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
213.1032
UserCPU time millis
436.92
UserCPU time millis testing
0.59
UserCPU time millis training
436.33