Run
6936199

Run 6936199

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)_eta0.205944457811282
mlr.classif.xgboost(9)_max_depth3
mlr.classif.xgboost(9)_min_child_weight46.9428975239657
mlr.classif.xgboost(9)_subsample0.778325399802998
mlr.classif.xgboost(9)_colsample_bytree0.984459256986156
mlr.classif.xgboost(9)_colsample_bylevel0.902115910779685
mlr.classif.xgboost(9)_lambda439.0713024512
mlr.classif.xgboost(9)_alpha49.9053705109623
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2502
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
0.8176
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9073
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.574
Cross-validation details (10-fold Crossvalidation)
KB relative information score
915.0106
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1744
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
0.9218
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9198
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9198
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7237
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2776
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8002
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1296.6276
Total cost
UserCPU time millis
7592.213
UserCPU time millis testing
1.901
UserCPU time millis training
7590.312