Run
6259803

Run 6259803

Task 146012 (Supervised Classification) electricity Uploaded 28-08-2017 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)_eta0.114372042180207
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight108.914607106836
mlr.classif.xgboost(9)_subsample0.599274915456772
mlr.classif.xgboost(9)_colsample_bytree0.468430862063542
mlr.classif.xgboost(9)_colsample_bylevel0.274348728125915
mlr.classif.xgboost(9)_lambda474.910665568065
mlr.classif.xgboost(9)_alpha0.00377300388662392
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds690
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
0.901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8227
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6356
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21858.3796
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2681
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
0.8237
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5487
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3543
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7169
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1231.924
UserCPU time millis
520.863
UserCPU time millis testing
7.981
UserCPU time millis training
512.882