Run
8239868

Run 8239868

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 25-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1606
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size587
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.14171108121518
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9773
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9168
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8313
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6494.4953
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2306
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
0.9167
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9168
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.9168
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4672
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.28
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5637
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1776.165
UserCPU time millis
28.633
UserCPU time millis testing
2.821
UserCPU time millis training
25.812