Run
8606477

Run 8606477

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 02-12-2017 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.trees306
mlr.classif.ranger(16)_mtry22
mlr.classif.ranger(16)_min.node.size1
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.290933999652043
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
0.9954
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9697
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9385
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9800.3379
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0618
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
0.9698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9697
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9697
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1567
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3155
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1037.8014
UserCPU time millis
36.234
UserCPU time millis testing
1.772
UserCPU time millis training
34.462