Run
7947655

Run 7947655

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00101415800216047
mlr.classif.xgboost(7)_gamma0.911844999868612
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight11.7037903804659
mlr.classif.xgboost(7)_subsample0.631090995064005
mlr.classif.xgboost(7)_colsample_bytree0.445445644296706
mlr.classif.xgboost(7)_colsample_bylevel0.490519177727401
mlr.classif.xgboost(7)_lambda0.00243246725979043
mlr.classif.xgboost(7)_alpha0.0110744793944434
mlr.classif.xgboost(7)_nrounds2401
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
0.9179
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8357
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.662
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17964.6
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3187
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
0.8386
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8375
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8375
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6523
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3609
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7301
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
188.0904
UserCPU time millis
3157.47
UserCPU time millis testing
9.34
UserCPU time millis training
3148.13