Run
7902049

Run 7902049

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)_eta0.0879205920586299
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight13.518688786701
mlr.classif.xgboost(9)_subsample0.48772520555649
mlr.classif.xgboost(9)_colsample_bytree0.537970381556079
mlr.classif.xgboost(9)_colsample_bylevel0.173142456216738
mlr.classif.xgboost(9)_lambda0.00246864146721871
mlr.classif.xgboost(9)_alpha0.11370340267032
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4073
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
0.9638
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7935
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31428.0978
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1604
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
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8993
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8993
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3282
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2717
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5498
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.6697
UserCPU time millis
3630.871
UserCPU time millis testing
74.113
UserCPU time millis training
3556.758