Run
7938286

Run 7938286

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)_eta0.512873484314628
mlr.classif.xgboost(7)_gamma31.2445196054309
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight25.2520315466684
mlr.classif.xgboost(7)_subsample0.694699070975184
mlr.classif.xgboost(7)_colsample_bytree0.495833282917738
mlr.classif.xgboost(7)_colsample_bylevel0.491599460318685
mlr.classif.xgboost(7)_lambda2.87646214794764
mlr.classif.xgboost(7)_alpha0.00139176010761264
mlr.classif.xgboost(7)_nrounds197
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
0.9311
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8538
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25764.0018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.224
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
0.8538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8541
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8541
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4584
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6538
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
172.6849
UserCPU time millis
116.36
UserCPU time millis testing
0.18
UserCPU time millis training
116.18