Run
8606629

Run 8606629

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 02-12-2017 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.trees1776
mlr.classif.ranger(16)_mtry28
mlr.classif.ranger(16)_min.node.size316
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.370518530346453
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9142
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8262
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8504.0938
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1203
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
0.9143
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9142
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9142
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.241
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4852
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1069.1843
UserCPU time millis
105.971
UserCPU time millis testing
5.699
UserCPU time millis training
100.272