OpenML
7946105

Run 7946105

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.0066975098958502
mlr.classif.xgboost(7)_gamma1.8701862034943
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight24.3091510169081
mlr.classif.xgboost(7)_subsample0.963073270139284
mlr.classif.xgboost(7)_colsample_bytree0.288236608169973
mlr.classif.xgboost(7)_colsample_bylevel0.543206299841404
mlr.classif.xgboost(7)_lambda4.49956932167965
mlr.classif.xgboost(7)_alpha0.0845181297145255
mlr.classif.xgboost(7)_nrounds2135
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
0.9408
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8641
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7211
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25457.3726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2305
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
0.8643
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8646
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8646
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4718
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3149
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.637
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
192.1691
UserCPU time millis
4009.72
UserCPU time millis testing
6.9
UserCPU time millis training
4002.82