Run
572092

Run 572092

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 06-05-2016 by Rafael Gomes Mantovani
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Flow

classif.xgboost(9)Learner classif.xgboost from package(s) xgboost.
classif.xgboost(9)_openml.seed1
classif.xgboost(9)_openml.kindMersenne-Twister
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.

20 Evaluation measures

Area under ROC curve
0.5169
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7679
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0536
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10972.3076
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1673
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7873
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8327
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8327
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5972
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.409
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0929
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.018
UserCPU time millis testing
0.178
UserCPU time millis training
6.84