Run
2413406

Run 2413406

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 13-06-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(6)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(6)_eta0.0125719425048377
mlr.classif.xgboost(6)_max_depth5
mlr.classif.xgboost(6)_min_child_weight4.02435494513209
mlr.classif.xgboost(6)_subsample0.675805778219365
mlr.classif.xgboost(6)_colsample_bytree0.940323719521984
mlr.classif.xgboost(6)_colsample_bylevel0.161741299787536
mlr.classif.xgboost(6)_lambda347.926152360946
mlr.classif.xgboost(6)_alpha44.3092756462408
mlr.classif.xgboost(6)_nrounds2049
mlr.classif.xgboost(6)_verbose0
mlr.classif.xgboost(6)_openml.seed1
mlr.classif.xgboost(6)_openml.kindMersenne-Twister
mlr.classif.xgboost(6)_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
0.9981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9906
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9171
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9583.194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0327
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9905
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9907
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9907
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2829
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3892
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1808.9842
UserCPU time millis
369.403
UserCPU time millis testing
1.409
UserCPU time millis training
367.994