Run
7941736

Run 7941736

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.655889805942745
mlr.classif.xgboost(7)_gamma5.86732423946776
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight38.8269112239883
mlr.classif.xgboost(7)_subsample0.82486729179509
mlr.classif.xgboost(7)_colsample_bytree0.910495676286519
mlr.classif.xgboost(7)_colsample_bylevel0.292187166213989
mlr.classif.xgboost(7)_lambda282.825531603405
mlr.classif.xgboost(7)_alpha987.064901567504
mlr.classif.xgboost(7)_nrounds3222
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
0.8279
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7602
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.507
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13014.1883
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.368
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
0.7719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7532
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8309
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.4341
UserCPU time millis
509.62
UserCPU time millis testing
0.32
UserCPU time millis training
509.3