Run
6727524

Run 6727524

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)_cost0.0788068600100482
mlr.classif.svm(6)_gamma0.566746889148356
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
0.8091
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8652
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3605
Cross-validation details (10-fold Crossvalidation)
KB relative information score
403.6026
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1778
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
0.8957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8927
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8927
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7381
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2963
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.854
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.2214
UserCPU time millis
3425.6
UserCPU time millis testing
56.018
UserCPU time millis training
3369.582