Run
7896301

Run 7896301

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)_eta0.512515210542138
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight1.05214502235352
mlr.classif.xgboost(9)_subsample0.540031332569197
mlr.classif.xgboost(9)_colsample_bytree0.812461723573506
mlr.classif.xgboost(9)_colsample_bylevel0.588753917487338
mlr.classif.xgboost(9)_lambda3.49492478189944
mlr.classif.xgboost(9)_alpha0.0970889069888177
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds614
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
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9136
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8232
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34066.4173
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.129
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
0.9136
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9137
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.264
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2513
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5085
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.0935
UserCPU time millis
762.874
UserCPU time millis testing
11.045
UserCPU time millis training
751.829