OpenML
2391959

Run 2391959

Task 34537 (Supervised Classification) PhishingWebsites Uploaded 10-06-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost0.194961122827061
mlr.classif.svm(7)_kernellinear
mlr.classif.svm(7)_openml.seed1
mlr.classif.svm(7)_openml.kindMersenne-Twister
mlr.classif.svm(7)_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
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9382
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8748
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9201.7896
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0882
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
0.9383
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2129
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4286
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1745.8786
UserCPU time millis
147.891
UserCPU time millis testing
1.798
UserCPU time millis training
146.093