Run
7947557

Run 7947557

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)_eta0.00509407424042879
mlr.classif.xgboost(7)_gamma0.0157868518750767
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight2.69803446088366
mlr.classif.xgboost(7)_subsample0.296319673978724
mlr.classif.xgboost(7)_colsample_bytree0.733070562779903
mlr.classif.xgboost(7)_colsample_bylevel0.247243333235383
mlr.classif.xgboost(7)_lambda87.8032786151878
mlr.classif.xgboost(7)_alpha91.7284985632363
mlr.classif.xgboost(7)_nrounds2436
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
0.8698
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7795
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5464
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16651.6205
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3277
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
0.7913
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7853
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7853
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6707
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3856
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7802
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
220.0877
UserCPU time millis
801.8
UserCPU time millis testing
0.71
UserCPU time millis training
801.09