Run
7859227

Run 7859227

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)_eta0.00538028281752303
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight1.56019647339363
mlr.classif.xgboost(9)_subsample0.25870845715981
mlr.classif.xgboost(9)_colsample_bytree0.992053502006456
mlr.classif.xgboost(9)_colsample_bylevel0.379949738271534
mlr.classif.xgboost(9)_lambda281.094257514338
mlr.classif.xgboost(9)_alpha2.10415917606429
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4431
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
0.9194
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23792.4001
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2472
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
0.8401
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8405
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8405
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.506
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3371
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6821
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.7916
UserCPU time millis
8417.367
UserCPU time millis testing
164.463
UserCPU time millis training
8252.904