Run
7939912

Run 7939912

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0116212481254395
mlr.classif.xgboost(7)_gamma365.196116119376
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight5.32993921586103
mlr.classif.xgboost(7)_subsample0.355461114365608
mlr.classif.xgboost(7)_colsample_bytree0.32257767599076
mlr.classif.xgboost(7)_colsample_bylevel0.910022814944387
mlr.classif.xgboost(7)_lambda0.00251103414098057
mlr.classif.xgboost(7)_alpha0.00761294953201341
mlr.classif.xgboost(7)_nrounds4795
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
0.8549
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7561
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4997
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13358.7932
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3641
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
0.7751
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7451
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4057
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8208
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.3171
UserCPU time millis
4168.8
UserCPU time millis testing
0.91
UserCPU time millis training
4167.89