Run
8228581

Run 8228581

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 24-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees621
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size504
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.418478023866191
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8408
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7335.5214
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1872
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
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9216
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9216
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2538
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5108
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1918.0566
UserCPU time millis
14.48
UserCPU time millis testing
1.189
UserCPU time millis training
13.291