Run
7939976

Run 7939976

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)_eta0.00283778306831046
mlr.classif.xgboost(7)_gamma0.00526362480760531
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight1.11315612710519
mlr.classif.xgboost(7)_subsample0.701862313318998
mlr.classif.xgboost(7)_colsample_bytree0.784427217952907
mlr.classif.xgboost(7)_colsample_bylevel0.286619151197374
mlr.classif.xgboost(7)_lambda0.00143156236920978
mlr.classif.xgboost(7)_alpha0.00348257109282822
mlr.classif.xgboost(7)_nrounds2610
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
0.955
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7615
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27663.0941
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2061
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
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8842
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8842
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2943
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5955
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.5204
UserCPU time millis
2615.89
UserCPU time millis testing
9.83
UserCPU time millis training
2606.06