Run
8783495

Run 8783495

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.trees1
mlr.classif.ranger(16)_mtry23
mlr.classif.ranger(16)_min.node.size6
mlr.classif.ranger(16)_sample.fraction0.761304433108307
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
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8965
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9886.0096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0523
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
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9489
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.106
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4054
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1376.3063
UserCPU time millis
0.466
UserCPU time millis testing
0.067
UserCPU time millis training
0.399