Run
6275596

Run 6275596

Task 145854 (Supervised Classification) nomao Uploaded 28-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot20 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)_eta0.00215132881318411
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight6.96321609458062
mlr.classif.xgboost(9)_subsample0.349772914941423
mlr.classif.xgboost(9)_colsample_bytree0.279516691109166
mlr.classif.xgboost(9)_colsample_bylevel0.274690651334822
mlr.classif.xgboost(9)_lambda2.46140885180383
mlr.classif.xgboost(9)_alpha83.3373747545179
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds727
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
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9326
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8322
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17016.7364
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2364
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
0.9336
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9338
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9338
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5793
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2716
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6013
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1307.2054
UserCPU time millis
2114.456
UserCPU time millis testing
9.582
UserCPU time millis training
2104.874