Run
6277228

Run 6277228

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)_eta0.00220985815224885
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight88.219198199057
mlr.classif.xgboost(9)_subsample0.819014008902013
mlr.classif.xgboost(9)_colsample_bytree0.353373353835195
mlr.classif.xgboost(9)_colsample_bylevel0.994849680690095
mlr.classif.xgboost(9)_lambda659.863509781255
mlr.classif.xgboost(9)_alpha0.00487370739974573
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2776
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
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7914
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5707
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15812.7116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3385
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
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7959
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7959
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6928
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3861
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7811
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1290.0517
UserCPU time millis
3479.652
UserCPU time millis testing
51.84
UserCPU time millis training
3427.812