Run
2087589

Run 2087589

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)_cost262.688056230299
mlr.classif.svm(8)_gamma647.478798967023
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
0.7581
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8619
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3414
Cross-validation details (10-fold Crossvalidation)
KB relative information score
496.1231
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1799
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
0.9019
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.892
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7469
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8666
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
748.5235
UserCPU time millis
5208.92
UserCPU time millis testing
87.57
UserCPU time millis training
5121.35