Run
8079759

Run 8079759

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 18-10-2017 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.trees146
mlr.classif.ranger(9)_mtry14
mlr.classif.ranger(9)_min.node.size6
mlr.classif.ranger(9)_sample.fraction0.744295533839613
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
0.9961
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9706
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9890.6858
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0573
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
0.9707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9706
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9706
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1162
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1512
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1836.6789
UserCPU time millis
12.847
UserCPU time millis testing
0.845
UserCPU time millis training
12.002