Run
2087601

Run 2087601

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)_cost160.28125330525
mlr.classif.svm(8)_gamma0.00251698555073992
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
0.9474
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9369
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7229
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1997.4938
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0941
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
0.9389
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9408
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9408
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2127
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6132
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
777.668
UserCPU time millis
2316.95
UserCPU time millis testing
30.65
UserCPU time millis training
2286.3