Run
6731134

Run 6731134

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_eta0.0496187082352268
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight6.41189580572964
mlr.classif.xgboost(9)_subsample0.287407809472643
mlr.classif.xgboost(9)_colsample_bytree0.133692830102518
mlr.classif.xgboost(9)_colsample_bylevel0.540087927831337
mlr.classif.xgboost(9)_lambda0.0065819438125595
mlr.classif.xgboost(9)_alpha0.0147161490788957
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3138
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
0.9577
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9526
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7937
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2168.3126
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0822
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
0.9547
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9552
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3413
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1915
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5518
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.5553
UserCPU time millis
4787.832
UserCPU time millis testing
2.381
UserCPU time millis training
4785.451