Run
8036587

Run 8036587

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 17-10-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1031
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size183
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.599726438941434
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9361
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8302.2856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1373
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
0.9364
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9362
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2782
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4491
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1847.2793
UserCPU time millis
30.885
UserCPU time millis testing
2.478
UserCPU time millis training
28.407