Run
6916586

Run 6916586

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 02-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot25 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)_eta0.0592773132365379
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight1.30215146904419
mlr.classif.xgboost(9)_subsample0.24279292980209
mlr.classif.xgboost(9)_colsample_bytree0.999059393303469
mlr.classif.xgboost(9)_colsample_bylevel0.162438130937517
mlr.classif.xgboost(9)_lambda0.860765533107442
mlr.classif.xgboost(9)_alpha97.9034427917674
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2607
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
0.9502
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8415
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2368
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1119.3139
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2525
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8902
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8808
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8808
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0481
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.846
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1237.1393
UserCPU time millis
4146.789
UserCPU time millis testing
1.958
UserCPU time millis training
4144.831