OpenML
6328447

Run 6328447

Task 9977 (Supervised Classification) nomao Uploaded 28-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot12 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)_eta0.0362756789086968
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight36.5623425739014
mlr.classif.xgboost(9)_subsample0.920844612899236
mlr.classif.xgboost(9)_colsample_bytree0.534459068905562
mlr.classif.xgboost(9)_colsample_bylevel0.651685051620007
mlr.classif.xgboost(9)_lambda9.25102188637185
mlr.classif.xgboost(9)_alpha0.0351978146931567
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2156
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
0.9956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9301
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30989.4389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0422
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9715
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1035
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1455
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.322
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1294.2228
UserCPU time millis
16910.483
UserCPU time millis testing
33.191
UserCPU time millis training
16877.292