Run
6382412

Run 6382412

Task 146012 (Supervised Classification) electricity Uploaded 29-08-2017 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)_eta0.17638291655037
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight115.44837242355
mlr.classif.xgboost(9)_subsample0.619737262348644
mlr.classif.xgboost(9)_colsample_bytree0.690661962376907
mlr.classif.xgboost(9)_colsample_bylevel0.965025479672477
mlr.classif.xgboost(9)_lambda23.970297177585
mlr.classif.xgboost(9)_alpha58.6018228381542
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3878
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
0.9338
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8561
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7049
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26187.2001
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2194
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
0.8562
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8565
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8565
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.449
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3198
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6471
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.464
UserCPU time millis
3967.96
UserCPU time millis testing
40.557
UserCPU time millis training
3927.403