Run
6776479

Run 6776479

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_cost0.0320095291342234
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree4
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
0.9196
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.942
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7414
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1970.9686
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1023
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
0.9487
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9469
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9469
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4247
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6261
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1284.4814
UserCPU time millis
1468.629
UserCPU time millis testing
27.574
UserCPU time millis training
1441.055