Run
7941152

Run 7941152

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)_eta0.287467965165333
mlr.classif.xgboost(7)_gamma0.0188197084888194
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight2.39704841885909
mlr.classif.xgboost(7)_subsample0.927291833260097
mlr.classif.xgboost(7)_colsample_bytree0.360992833971977
mlr.classif.xgboost(7)_colsample_bylevel0.672398508153856
mlr.classif.xgboost(7)_lambda0.633005417521793
mlr.classif.xgboost(7)_alpha0.00526996684590717
mlr.classif.xgboost(7)_nrounds1439
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
0.9495
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7467
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28355.1229
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.195
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
0.8765
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8767
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8767
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3991
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2987
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6043
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
193.2232
UserCPU time millis
452.53
UserCPU time millis testing
0.48
UserCPU time millis training
452.05