Run
6788164

Run 6788164

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)_eta0.0437922270146572
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight11.2988600174632
mlr.classif.xgboost(9)_subsample0.195307890558615
mlr.classif.xgboost(9)_colsample_bytree0.815519840922207
mlr.classif.xgboost(9)_colsample_bylevel0.633724826853722
mlr.classif.xgboost(9)_lambda17.6590581830984
mlr.classif.xgboost(9)_alpha0.0392988985339343
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1914
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
0.9069
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9171
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6262
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1499.199
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1238
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
0.9239
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9256
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9256
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5139
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2413
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6954
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.1269
UserCPU time millis
4805.438
UserCPU time millis testing
2.168
UserCPU time millis training
4803.27