Run
7873271

Run 7873271

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)_eta0.00321582487575067
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight80.0642469135277
mlr.classif.xgboost(9)_subsample0.222043040464632
mlr.classif.xgboost(9)_colsample_bytree0.904045317787677
mlr.classif.xgboost(9)_colsample_bylevel0.682946330634877
mlr.classif.xgboost(9)_lambda1.59280528146044
mlr.classif.xgboost(9)_alpha4.58546757242208
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4105
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
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8326
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6565
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23504.9828
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2495
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
0.8327
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8332
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8332
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5107
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3436
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6951
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1245.0199
UserCPU time millis
6195.697
UserCPU time millis testing
81.593
UserCPU time millis training
6114.104