| Issue | #Downvotes for this reason | By |
|---|
| sklearn.svm.classes.SVC(45) | C-Support Vector Classification. The implementation is based on libsvm. The fit time complexity is more than quadratic with the number of samples which makes it hard to scale to dataset with more than a couple of 10000 samples. The multiclass support is handled according to a one-vs-one scheme. For details on the precise mathematical formulation of the provided kernel functions and how `gamma`, `coef0` and `degree` affect each other, see the corresponding section in the narrative documentation: :ref:`svm_kernels`. |
| sklearn.svm.classes.SVC(45)_C | 1.0 |
| sklearn.svm.classes.SVC(45)_cache_size | 200 |
| sklearn.svm.classes.SVC(45)_class_weight | null |
| sklearn.svm.classes.SVC(45)_coef0 | 0.0 |
| sklearn.svm.classes.SVC(45)_decision_function_shape | null |
| sklearn.svm.classes.SVC(45)_degree | 3 |
| sklearn.svm.classes.SVC(45)_gamma | "auto" |
| sklearn.svm.classes.SVC(45)_kernel | "rbf" |
| sklearn.svm.classes.SVC(45)_max_iter | -1 |
| sklearn.svm.classes.SVC(45)_probability | false |
| sklearn.svm.classes.SVC(45)_random_state | 28684 |
| sklearn.svm.classes.SVC(45)_shrinking | true |
| sklearn.svm.classes.SVC(45)_tol | 0.001 |
| sklearn.svm.classes.SVC(45)_verbose | false |
0.6586 ± 0.0334 Per class Cross-validation details (10-fold Crossvalidation)
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0.5577 ± 0.0435 Per class Cross-validation details (10-fold Crossvalidation)
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0.3139 ± 0.0678 Cross-validation details (10-fold Crossvalidation)
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0.3655 ± 0.0623 Cross-validation details (10-fold Crossvalidation)
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0.2924 ± 0.029 Cross-validation details (10-fold Crossvalidation)
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0.4308 ± 0.0003 Cross-validation details (10-fold Crossvalidation)
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0.5614 ± 0.0434 Cross-validation details (10-fold Crossvalidation)
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1473 Per class Cross-validation details (10-fold Crossvalidation) |
0.561 ± 0.0421 Per class Cross-validation details (10-fold Crossvalidation)
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0.5614 ± 0.0434 Cross-validation details (10-fold Crossvalidation)
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1.539 ± 0.0019 Cross-validation details (10-fold Crossvalidation)
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0.6786 ± 0.0672 Cross-validation details (10-fold Crossvalidation)
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0.4641 ± 0.0003 Cross-validation details (10-fold Crossvalidation)
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0.5407 ± 0.0267 Cross-validation details (10-fold Crossvalidation)
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1.1651 ± 0.0575 Cross-validation details (10-fold Crossvalidation)
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0.5314 ± 0.0456 Cross-validation details (10-fold Crossvalidation)
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