OpenML
7938114

Run 7938114

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.137036876912711
mlr.classif.xgboost(7)_gamma38.4576928563905
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight4.30191761193415
mlr.classif.xgboost(7)_subsample0.248097546515055
mlr.classif.xgboost(7)_colsample_bytree0.515484355576336
mlr.classif.xgboost(7)_colsample_bylevel0.552031530998647
mlr.classif.xgboost(7)_lambda0.0115497873104202
mlr.classif.xgboost(7)_alpha0.0675900922902484
mlr.classif.xgboost(7)_nrounds83
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
0.8456
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.76
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15344.0831
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3399
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
0.7781
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7686
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7686
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6957
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.399
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8072
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.8983
UserCPU time millis
18.22
UserCPU time millis testing
0.2
UserCPU time millis training
18.02