Run
8620099

Run 8620099

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 06-12-2017 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.trees1717
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size2260
mlr.classif.ranger(15)_sample.fraction0.344338664133102
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
0.9685
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.886
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7686
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3242.8399
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.378
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
0.8997
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8882
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.8882
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.766
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3888
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7826
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1436.3362
Total cost
UserCPU time millis
21.81
UserCPU time millis testing
2.75
UserCPU time millis training
19.06