Run
7913182

Run 7913182

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)_eta0.222877922272989
mlr.classif.xgboost(9)_max_depth5
mlr.classif.xgboost(9)_min_child_weight24.7966910534144
mlr.classif.xgboost(9)_subsample0.732442515250295
mlr.classif.xgboost(9)_colsample_bytree0.830584893701598
mlr.classif.xgboost(9)_colsample_bylevel0.272907616337761
mlr.classif.xgboost(9)_lambda0.145796362695401
mlr.classif.xgboost(9)_alpha16.4996091628513
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4470
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
0.9656
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9018
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.799
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31536.376
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1595
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
0.9018
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3265
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2688
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5438
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.8951
UserCPU time millis
4479.433
UserCPU time millis testing
76.327
UserCPU time millis training
4403.106