Run
7906612

Run 7906612

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)_eta0.00222355933729029
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight26.1595656600202
mlr.classif.xgboost(9)_subsample0.343409754801542
mlr.classif.xgboost(9)_colsample_bytree0.328970995498821
mlr.classif.xgboost(9)_colsample_bylevel0.92757409485057
mlr.classif.xgboost(9)_lambda3.99540327925891
mlr.classif.xgboost(9)_alpha18.9204388938879
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1270
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
0.8787
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.795
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5782
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14133.3703
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3579
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
0.8042
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7995
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7995
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7324
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3931
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7954
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1252.9278
UserCPU time millis
1611.598
UserCPU time millis testing
26.384
UserCPU time millis training
1585.214