OpenML
2328453

Run 2328453

Task 34537 (Supervised Classification) PhishingWebsites Uploaded 23-05-2017 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)_cost0.169638395591924
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree2
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
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8213
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8588.974
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1171
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
0.9118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9119
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2373
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5053
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1859.6666
UserCPU time millis
339.646
UserCPU time millis testing
4.278
UserCPU time millis training
335.368