Run
7941279

Run 7941279

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.0564651952284601
mlr.classif.xgboost(7)_gamma23.2813511799911
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight16.5571772167469
mlr.classif.xgboost(7)_subsample0.633829796174541
mlr.classif.xgboost(7)_colsample_bytree0.729852612502873
mlr.classif.xgboost(7)_colsample_bylevel0.374462815187872
mlr.classif.xgboost(7)_lambda0.13586528216188
mlr.classif.xgboost(7)_alpha340.37071374707
mlr.classif.xgboost(7)_nrounds3937
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
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.765
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5171
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15791.0619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3365
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
0.7785
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.772
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.772
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6887
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3927
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7946
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
196.0152
UserCPU time millis
735.22
UserCPU time millis testing
0.42
UserCPU time millis training
734.8