Run
7938754

Run 7938754

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.0350302938538389
mlr.classif.xgboost(7)_gamma0.0126128921996922
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight1.08309118663137
mlr.classif.xgboost(7)_subsample0.96346289368812
mlr.classif.xgboost(7)_colsample_bytree0.857540282979608
mlr.classif.xgboost(7)_colsample_bylevel0.520272703096271
mlr.classif.xgboost(7)_lambda111.940162741634
mlr.classif.xgboost(7)_alpha0.00264262009403389
mlr.classif.xgboost(7)_nrounds3169
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
0.9817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8585
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35590.6488
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1133
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
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9309
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2319
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.226
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4572
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
167.7195
UserCPU time millis
5568.59
UserCPU time millis testing
16.13
UserCPU time millis training
5552.46