Run
2087591

Run 2087591

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)_cost121.593184302437
mlr.classif.svm(8)_kernelpolynomial
mlr.classif.svm(8)_degree5
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
0.9371
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7743
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2155.1123
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0853
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
0.9504
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9512
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9512
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3539
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2039
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5878
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
777.0779
UserCPU time millis
1423.26
UserCPU time millis testing
26.74
UserCPU time millis training
1396.52