Run
7854757

Run 7854757

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0432053761132763
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight2.0023314378471
mlr.classif.xgboost(9)_subsample0.400410014763474
mlr.classif.xgboost(9)_colsample_bytree0.481798921711743
mlr.classif.xgboost(9)_colsample_bylevel0.709427825175226
mlr.classif.xgboost(9)_lambda0.00555798824099123
mlr.classif.xgboost(9)_alpha0.00141804955440191
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4038
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9825
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9349
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8667
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37721.515
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0854
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
0.9349
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9349
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9349
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4506
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.3254
UserCPU time millis
9344.151
UserCPU time millis testing
186.947
UserCPU time millis training
9157.204