Run
7873212

Run 7873212

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)_eta0.0323111553450006
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight15.4963898169113
mlr.classif.xgboost(9)_subsample0.168234042194672
mlr.classif.xgboost(9)_colsample_bytree0.328093741089106
mlr.classif.xgboost(9)_colsample_bylevel0.779034507926553
mlr.classif.xgboost(9)_lambda0.30055076089564
mlr.classif.xgboost(9)_alpha0.541318712576408
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds990
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
0.9411
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8661
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7255
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26790.5548
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2137
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
0.8661
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8664
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8664
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4373
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6287
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1284.2433
UserCPU time millis
1419.838
UserCPU time millis testing
29.429
UserCPU time millis training
1390.409