Run
8842253

Run 8842253

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 25-01-2018 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.trees447
mlr.classif.ranger(9)_mtry16
mlr.classif.ranger(9)_min.node.size4
mlr.classif.ranger(9)_sample.fraction0.741993124783039
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
0.9963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9434
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9967.3757
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0534
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
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9721
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1083
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1475
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2968
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1855.0232
UserCPU time millis
31.525
UserCPU time millis testing
1.442
UserCPU time millis training
30.083