Run
7851212

Run 7851212

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)_eta0.0284080832168295
mlr.classif.xgboost(9)_min_child_weight2.17358470735256
mlr.classif.xgboost(9)_subsample0.178406534879468
mlr.classif.xgboost(9)_colsample_bytree0.503706585848704
mlr.classif.xgboost(9)_colsample_bylevel0.79479735577479
mlr.classif.xgboost(9)_lambda0.00627528493670518
mlr.classif.xgboost(9)_alpha0.760632012487381
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3017
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
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9093
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8143
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32259.8891
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1517
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
0.9093
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9094
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9094
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3106
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2593
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5247
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.9904
UserCPU time millis
3786.261
UserCPU time millis testing
77.246
UserCPU time millis training
3709.015