Run
8608146

Run 8608146

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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees497
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size1272
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.681080237682909
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9731
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9078
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8126
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4280.2405
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.334
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
0.9129
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9087
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9087
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6768
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3526
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7099
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1400.3703
UserCPU time millis
7.43
UserCPU time millis testing
0.88
UserCPU time millis training
6.55