Run
7944330

Run 7944330

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)_eta0.00268451508523281
mlr.classif.xgboost(7)_gamma0.231992827622421
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight1.59779009555451
mlr.classif.xgboost(7)_subsample0.856637565768324
mlr.classif.xgboost(7)_colsample_bytree0.944439558312297
mlr.classif.xgboost(7)_colsample_bylevel0.210710985586047
mlr.classif.xgboost(7)_lambda0.0141718047449135
mlr.classif.xgboost(7)_alpha0.00288343834853434
mlr.classif.xgboost(7)_nrounds1610
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
0.9281
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8458
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6829
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22908.3601
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2597
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
0.8473
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5315
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6749
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
165.8935
UserCPU time millis
1403.75
UserCPU time millis testing
3.39
UserCPU time millis training
1400.36