Run
7555160

Run 7555160

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 07-09-2017 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)_eta0.508525749217199
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight19.8844737219825
mlr.classif.xgboost(9)_subsample0.760105642629787
mlr.classif.xgboost(9)_colsample_bytree0.87184186745435
mlr.classif.xgboost(9)_colsample_bylevel0.80955718178302
mlr.classif.xgboost(9)_lambda0.12717451480461
mlr.classif.xgboost(9)_alpha46.654033829396
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3052
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
0.9051
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9259
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.666
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1542.22
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1342
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
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9335
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5572
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2371
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6832
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.5256
UserCPU time millis
8104.973
UserCPU time millis testing
1.884
UserCPU time millis training
8103.089