Run
7937446

Run 7937446

Task 219 (Supervised Classification) electricity Uploaded 02-10-2017 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)_eta0.0220697467975955
mlr.classif.xgboost(7)_gamma0.0438361618505652
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight50.4978317807415
mlr.classif.xgboost(7)_subsample0.1620501303114
mlr.classif.xgboost(7)_colsample_bytree0.239388675056398
mlr.classif.xgboost(7)_colsample_bylevel0.591267843730748
mlr.classif.xgboost(7)_lambda6.05545468117547
mlr.classif.xgboost(7)_alpha0.141240635948692
mlr.classif.xgboost(7)_nrounds95
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
0.8402
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7561
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5007
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7805.8727
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4222
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
0.7809
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7668
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7668
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8642
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4362
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8824
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
185.1211
UserCPU time millis
34.93
UserCPU time millis testing
0.17
UserCPU time millis training
34.76