| Issue | #Downvotes for this reason | By |
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| sklearn.svm.classes.SVC(36) | C-Support Vector Classification. The implementation is based on libsvm. The fit time scales at least quadratically with the number of samples and may be impractical beyond tens of thousands of samples. For large datasets consider using :class:`sklearn.linear_model.LinearSVC` or :class:`sklearn.linear_model.SGDClassifier` instead, possibly after a :class:`sklearn.kernel_approximation.Nystroem` transformer. 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(36)_C | 0.5 |
| sklearn.svm.classes.SVC(36)_cache_size | 200 |
| sklearn.svm.classes.SVC(36)_class_weight | null |
| sklearn.svm.classes.SVC(36)_coef0 | 0.0 |
| sklearn.svm.classes.SVC(36)_decision_function_shape | "ovr" |
| sklearn.svm.classes.SVC(36)_degree | 3 |
| sklearn.svm.classes.SVC(36)_gamma | "auto" |
| sklearn.svm.classes.SVC(36)_kernel | "linear" |
| sklearn.svm.classes.SVC(36)_max_iter | -1 |
| sklearn.svm.classes.SVC(36)_probability | true |
| sklearn.svm.classes.SVC(36)_random_state | 57723 |
| sklearn.svm.classes.SVC(36)_shrinking | true |
| sklearn.svm.classes.SVC(36)_tol | 1e-05 |
| sklearn.svm.classes.SVC(36)_verbose | false |
0.9983 ± 0.0042 Per class Cross-validation details (10-fold Crossvalidation)
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0.9733 ± 0.0348 Per class Cross-validation details (10-fold Crossvalidation)
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0.96 ± 0.0516 Cross-validation details (10-fold Crossvalidation)
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0.9126 ± 0.0388 Cross-validation details (10-fold Crossvalidation)
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0.0532 ± 0.0199 Cross-validation details (10-fold Crossvalidation)
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0.4444 Cross-validation details (10-fold Crossvalidation)
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150 Per class Cross-validation details (10-fold Crossvalidation) |
0.9753 ± 0.0287 Per class Cross-validation details (10-fold Crossvalidation)
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0.9733 ± 0.0344 Cross-validation details (10-fold Crossvalidation)
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1.585 Cross-validation details (10-fold Crossvalidation)
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0.9733 ± 0.0344 Per class Cross-validation details (10-fold Crossvalidation)
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0.1197 ± 0.0448 Cross-validation details (10-fold Crossvalidation)
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0.4714 Cross-validation details (10-fold Crossvalidation)
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0.1201 ± 0.0475 Cross-validation details (10-fold Crossvalidation)
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0.2548 ± 0.1008 Cross-validation details (10-fold Crossvalidation)
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