Run
6358520

Run 6358520

Task 9977 (Supervised Classification) nomao Uploaded 29-08-2017 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)_eta0.00334126753006231
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight48.0277296224365
mlr.classif.xgboost(9)_subsample0.260684047848918
mlr.classif.xgboost(9)_colsample_bytree0.71116065280512
mlr.classif.xgboost(9)_colsample_bylevel0.910489685600623
mlr.classif.xgboost(9)_lambda115.905306533938
mlr.classif.xgboost(9)_alpha0.00134074831409831
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2186
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
0.9863
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8624
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26634.9746
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0999
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
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9447
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9447
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2447
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2018
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4468
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1285.6861
UserCPU time millis
13164.549
UserCPU time millis testing
24.8
UserCPU time millis training
13139.749