OpenML
10591842

Run 10591842

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 09-02-2023 by Lei Zhang
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Flow

mlr.classif.ranger(24)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(24)_num.trees635
mlr.classif.ranger(24)_mtry15
mlr.classif.ranger(24)_min.node.size159
mlr.classif.ranger(24)_sample.fraction0.132029668521136
mlr.classif.ranger(24)_num.threads1
mlr.classif.ranger(24)_verboseFALSE
mlr.classif.ranger(24)_openml.seed1
mlr.classif.ranger(24)_openml.kindMersenne-Twister
mlr.classif.ranger(24)_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
0.9789 ± 0.0017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9169 ± 0.0035
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8316 ± 0.0072
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7357 ± 0.0084
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1427 ± 0.0043
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4935 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.917 ± 0.0034
Cross-validation details (10-fold Crossvalidation)
Number of instances
11055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9169 ± 0.0035
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.917 ± 0.0034
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2891 ± 0.0087
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2444 ± 0.0052
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.492 ± 0.0105
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19.053
UserCPU time millis testing
1.267
UserCPU time millis training
17.786
Unweighted recall
0.9155 ± 0.0041
Cross-validation details (10-fold Crossvalidation)