Run
8759107

Run 8759107

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 31-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1230
mlr.classif.ranger(9)_mtry13
mlr.classif.ranger(9)_min.node.size982
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.673811435746029
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
0.9792
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9157
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8291
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8064.3163
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1461
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
0.9157
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9157
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9157
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.296
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2454
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.494
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1688.5759
UserCPU time millis
73.321
UserCPU time millis testing
3.436
UserCPU time millis training
69.885