OpenML
2361353

Run 2361353

Task 34537 (Supervised Classification) PhishingWebsites Uploaded 30-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(6)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(6)_eta0.0118335439532949
mlr.classif.xgboost(6)_max_depth13
mlr.classif.xgboost(6)_min_child_weight1.37126883983232
mlr.classif.xgboost(6)_subsample0.694781069457531
mlr.classif.xgboost(6)_colsample_bytree0.953242077957839
mlr.classif.xgboost(6)_colsample_bylevel0.66882795910351
mlr.classif.xgboost(6)_lambda0.0034372911208263
mlr.classif.xgboost(6)_alpha25.3647309517764
mlr.classif.xgboost(6)_nrounds523
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
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8894
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8868.4301
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1083
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
0.9456
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9455
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2194
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.208
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4187
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1726.2445
UserCPU time millis
135.246
UserCPU time millis testing
0.357
UserCPU time millis training
134.889