Run
7945251

Run 7945251

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.0030052817430992
mlr.classif.xgboost(7)_gamma852.991826247875
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight83.2277803910667
mlr.classif.xgboost(7)_subsample0.695675933174789
mlr.classif.xgboost(7)_colsample_bytree0.556927757337689
mlr.classif.xgboost(7)_colsample_bylevel0.270783095061779
mlr.classif.xgboost(7)_lambda1.26151320364813
mlr.classif.xgboost(7)_alpha0.00119348956515023
mlr.classif.xgboost(7)_nrounds913
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
0.8312
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4929
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8669.6256
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.414
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
0.7764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.763
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.763
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8473
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4323
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8747
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.6809
UserCPU time millis
405.75
UserCPU time millis testing
0.42
UserCPU time millis training
405.33