Run
2087575

Run 2087575

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)_cost2.5921442120107
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
0.9141
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7508
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2041.0816
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0943
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
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9475
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6197
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
817.9055
UserCPU time millis
1767.85
UserCPU time millis testing
31.78
UserCPU time millis training
1736.07