Run
6984471

Run 6984471

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 03-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0205568398417283
mlr.classif.xgboost(9)_max_depth1
mlr.classif.xgboost(9)_min_child_weight70.7808869086721
mlr.classif.xgboost(9)_subsample0.701805639499798
mlr.classif.xgboost(9)_colsample_bytree0.174812526674941
mlr.classif.xgboost(9)_colsample_bylevel0.50531074218452
mlr.classif.xgboost(9)_lambda67.2100782994227
mlr.classif.xgboost(9)_alpha17.702163983181
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1562
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
0.7764
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5816
Cross-validation details (10-fold Crossvalidation)
KB relative information score
614.0886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1848
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
0.9243
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9213
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9213
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2903
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8366
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.2428
UserCPU time millis
2351.9
UserCPU time millis testing
1.379
UserCPU time millis training
2350.521