Run
7944513

Run 7944513

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0300042755064494
mlr.classif.xgboost(7)_gamma848.271976289579
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight114.591228795946
mlr.classif.xgboost(7)_subsample0.76074464393314
mlr.classif.xgboost(7)_colsample_bytree0.879458724707365
mlr.classif.xgboost(7)_colsample_bylevel0.440547077357769
mlr.classif.xgboost(7)_lambda5.56395200087585
mlr.classif.xgboost(7)_alpha4.65744762481925
mlr.classif.xgboost(7)_nrounds118
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
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7528
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4931
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11860.3031
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3808
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
0.7729
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7624
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7624
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7793
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4157
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.841
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
180.0592
UserCPU time millis
114.47
UserCPU time millis testing
0.2
UserCPU time millis training
114.27