Run
7904999

Run 7904999

Task 9977 (Supervised Classification) nomao Uploaded 10-09-2017 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)_cost0.00145732828468046
mlr.classif.svm(6)_kernellinear
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
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8558
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27260.0332
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0868
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9413
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9413
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2127
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2083
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4612
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1305.8245
Total cost
UserCPU time millis
10617.243
UserCPU time millis testing
96.973
UserCPU time millis training
10520.27