OpenML
2361439

Run 2361439

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)_eta0.00426971390270192
mlr.classif.xgboost(6)_max_depth13
mlr.classif.xgboost(6)_min_child_weight1.37510904546135
mlr.classif.xgboost(6)_subsample0.694881757698022
mlr.classif.xgboost(6)_colsample_bytree0.376705614151433
mlr.classif.xgboost(6)_colsample_bylevel0.75277146929875
mlr.classif.xgboost(6)_lambda0.00186331360374587
mlr.classif.xgboost(6)_alpha25.7881994676899
mlr.classif.xgboost(6)_nrounds2711
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
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8885
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8907.3015
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1058
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
0.9451
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9451
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9451
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2144
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2077
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4181
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1731.6389
UserCPU time millis
316.651
UserCPU time millis testing
2.227
UserCPU time millis training
314.424