OpenML
2328447

Run 2328447

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)_cost6.0843614742647
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree4
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
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8852
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9237.9311
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0877
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
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9434
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1777
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2106
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4239
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1910.523
UserCPU time millis
247.595
UserCPU time millis testing
3.423
UserCPU time millis training
244.172