Run
8783457

Run 8783457

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 09-01-2018 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1481
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size10
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.877973190462217
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8463
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4314.5841
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3341
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
0.9286
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6769
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3493
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7032
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1380.201
UserCPU time millis
29.594
UserCPU time millis testing
3.73
UserCPU time millis training
25.864