Run
7877064

Run 7877064

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)_eta0.132962300404028
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight3.9118531691097
mlr.classif.xgboost(9)_subsample0.217083477787673
mlr.classif.xgboost(9)_colsample_bytree0.988562759477645
mlr.classif.xgboost(9)_colsample_bylevel0.708120394265279
mlr.classif.xgboost(9)_lambda0.047982178029417
mlr.classif.xgboost(9)_alpha6.78757961371324
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3578
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
0.9451
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7307
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27797.2137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2012
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
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8689
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8689
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4118
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6165
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.3501
UserCPU time millis
2702.021
UserCPU time millis testing
37.073
UserCPU time millis training
2664.948