Run
7945234

Run 7945234

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.164332524499301
mlr.classif.xgboost(7)_gamma3.19587428508401
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight16.453840178322
mlr.classif.xgboost(7)_subsample0.152580916183069
mlr.classif.xgboost(7)_colsample_bytree0.449443452060223
mlr.classif.xgboost(7)_colsample_bylevel0.83291994817555
mlr.classif.xgboost(7)_lambda14.6065091404853
mlr.classif.xgboost(7)_alpha0.3587199316265
mlr.classif.xgboost(7)_nrounds2515
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
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8867
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29952.6774
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1769
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
0.8867
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8868
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8868
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.287
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5807
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
169.3283
UserCPU time millis
4546.69
UserCPU time millis testing
2.68
UserCPU time millis training
4544.01