Run
8529106

Run 8529106

Task 14952 (Supervised Classification) PhishingWebsites Uploaded 14-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.rpart(31)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(31)_minsplit4
mlr.classif.rpart(31)_minbucket14
mlr.classif.rpart(31)_cp0.339650391135365
mlr.classif.rpart(31)_maxdepth3
mlr.classif.rpart(31)_xval0
mlr.classif.rpart(31)_openml.seed1
mlr.classif.rpart(31)_openml.kindMersenne-Twister
mlr.classif.rpart(31)_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
0.88
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8887
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7741
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7077.7189
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1975
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
0.8889
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9906
Cross-validation details (10-fold Crossvalidation)
Recall
0.8889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6327
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1993.1512
UserCPU time millis
1.127
UserCPU time millis testing
0.173
UserCPU time millis training
0.954