Run
7947813

Run 7947813

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)_eta0.199907257576242
mlr.classif.xgboost(7)_gamma0.186451314882965
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight62.2744727036676
mlr.classif.xgboost(7)_subsample0.727344220550731
mlr.classif.xgboost(7)_colsample_bytree0.877979703433812
mlr.classif.xgboost(7)_colsample_bylevel0.690390079282224
mlr.classif.xgboost(7)_lambda0.020535245689981
mlr.classif.xgboost(7)_alpha0.0107252853190492
mlr.classif.xgboost(7)_nrounds407
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
0.9661
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9027
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8008
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31623.9641
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1587
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
0.9027
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9027
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9027
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3247
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
0.5411
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
215.6127
UserCPU time millis
353.43
UserCPU time millis testing
0.5
UserCPU time millis training
352.93