OpenML
2328299

Run 2328299

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)_cost1.43285826555952
mlr.classif.svm(7)_gamma0.0642080030380148
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
0.9914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9553
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9093
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9669.122
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0666
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
0.9553
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9553
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9553
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.135
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1846
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3717
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.9988
Total cost
UserCPU time millis
152.266
UserCPU time millis testing
1.737
UserCPU time millis training
150.529