OpenML
1893760

Run 1893760

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 01-04-2017 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)_cost0.0213834180202093
mlr.classif.svm(7)_kernelpolynomial
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
0.9438
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9464
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7623
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2080.5808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0944
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9521
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9506
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9506
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2072
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5971
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1797.2365
UserCPU time millis
754.768
UserCPU time millis testing
12.879
UserCPU time millis training
741.889