Run
2087595

Run 2087595

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 25-04-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(8)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(8)_cost0.22869671612697
mlr.classif.svm(8)_gamma0.11242096608931
mlr.classif.svm(8)_openml.seed1
mlr.classif.svm(8)_openml.kindMersenne-Twister
mlr.classif.svm(8)_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
0.827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8673
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3717
Cross-validation details (10-fold Crossvalidation)
KB relative information score
444.0031
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1745
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
0.8953
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8936
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8936
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7244
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2943
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8481
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
799.7804
UserCPU time millis
4353.26
UserCPU time millis testing
69.66
UserCPU time millis training
4283.6