Run
7948821

Run 7948821

Task 34537 (Supervised Classification) PhishingWebsites Uploaded 11-10-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(12)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(12)_alpha0.0718210558407009
mlr.classif.glmnet(12)_s0.01
mlr.classif.glmnet(12)_lambda18.6722283353044
mlr.classif.glmnet(12)_openml.seed1
mlr.classif.glmnet(12)_openml.kindMersenne-Twister
mlr.classif.glmnet(12)_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
0.4997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3985
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0251
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4935
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
0.3102
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5569
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.5569
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
916.6733
UserCPU time millis
1.995
UserCPU time millis testing
0.372
UserCPU time millis training
1.623