Run
8853539

Run 8853539

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 28-01-2018 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1048
mlr.classif.ranger(9)_mtry24
mlr.classif.ranger(9)_min.node.size169
mlr.classif.ranger(9)_sample.fraction0.758187594334595
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
0.9873
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9396
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8776
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9051.6789
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0961
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
0.9396
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9397
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9397
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1948
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2097
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4221
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1849.4296
UserCPU time millis
60.545
UserCPU time millis testing
2.128
UserCPU time millis training
58.417