OpenML
6265485

Run 6265485

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)_eta0.200112759222088
mlr.classif.xgboost(9)_min_child_weight19.4021899895074
mlr.classif.xgboost(9)_subsample0.924507999746129
mlr.classif.xgboost(9)_colsample_bytree0.744010240072384
mlr.classif.xgboost(9)_colsample_bylevel0.527528961421922
mlr.classif.xgboost(9)_lambda2.68757397844088
mlr.classif.xgboost(9)_alpha0.695895320116441
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1037
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
0.9727
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9332
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31415.753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.036
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
0.9727
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9728
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9728
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0882
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1448
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3205
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1322.7949
UserCPU time millis
7069.237
UserCPU time millis testing
15.957
UserCPU time millis training
7053.28