OpenML
2361356

Run 2361356

Task 34537 (Supervised Classification) PhishingWebsites Uploaded 30-05-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(6)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(6)_boostergblinear
mlr.classif.xgboost(6)_eta0.0273475854703839
mlr.classif.xgboost(6)_subsample0.128800768102519
mlr.classif.xgboost(6)_lambda0.00387326184687173
mlr.classif.xgboost(6)_alpha0.687094085764919
mlr.classif.xgboost(6)_nrounds4905
mlr.classif.xgboost(6)_verbose0
mlr.classif.xgboost(6)_openml.seed1
mlr.classif.xgboost(6)_openml.kindMersenne-Twister
mlr.classif.xgboost(6)_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
0.9868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8779
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9209.8209
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0874
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4935
Cross-validation details (10-fold Crossvalidation)
Number of instances
11055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9398
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9398
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9398
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1771
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4244
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1741.6716
UserCPU time millis
226.154
UserCPU time millis testing
0.027
UserCPU time millis training
226.127