Run
6683917

Run 6683917

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 31-08-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost4.17755943298975
mlr.classif.svm(6)_gamma0.00273713156092759
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_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
0.9477
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9421
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7463
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2038.687
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0895
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
0.9445
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9457
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9457
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3715
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2062
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5943
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1311.785
UserCPU time millis
3230.427
UserCPU time millis testing
44.768
UserCPU time millis training
3185.659