Run
8705640

Run 8705640

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 27-12-2017 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.trees1191
mlr.classif.ranger(16)_mtry27
mlr.classif.ranger(16)_min.node.size278
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.895951379090548
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
0.9842
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9337
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8658
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8925.5807
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1012
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
0.9338
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9337
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9337
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2051
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2214
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4456
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.8138
UserCPU time millis
94.012
UserCPU time millis testing
2.741
UserCPU time millis training
91.271