Run
7947228

Run 7947228

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00481441690129486
mlr.classif.xgboost(7)_gamma9.28626592624436
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight12.2821842837134
mlr.classif.xgboost(7)_subsample0.441085864719935
mlr.classif.xgboost(7)_colsample_bytree0.341112942621112
mlr.classif.xgboost(7)_colsample_bylevel0.785642975755036
mlr.classif.xgboost(7)_lambda0.0108411651260011
mlr.classif.xgboost(7)_alpha4.41148371709368
mlr.classif.xgboost(7)_nrounds3933
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
0.8889
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8076
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19640.6926
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2929
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
0.8118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8103
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8103
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5994
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3677
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7439
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
169.5577
UserCPU time millis
962.99
UserCPU time millis testing
0.81
UserCPU time millis training
962.18