| Issue | #Downvotes for this reason | By |
|---|
| sklearn.svm.classes.SVC(35) | 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(35)_C | 2020.1221220690952 |
| sklearn.svm.classes.SVC(35)_cache_size | 200 |
| sklearn.svm.classes.SVC(35)_class_weight | null |
| sklearn.svm.classes.SVC(35)_coef0 | 0.0 |
| sklearn.svm.classes.SVC(35)_decision_function_shape | "ovr" |
| sklearn.svm.classes.SVC(35)_degree | 3 |
| sklearn.svm.classes.SVC(35)_gamma | 3.604582189076712e-05 |
| sklearn.svm.classes.SVC(35)_kernel | "rbf" |
| sklearn.svm.classes.SVC(35)_max_iter | -1 |
| sklearn.svm.classes.SVC(35)_probability | false |
| sklearn.svm.classes.SVC(35)_random_state | 12794 |
| sklearn.svm.classes.SVC(35)_shrinking | true |
| sklearn.svm.classes.SVC(35)_tol | 0.0004406951039030767 |
| sklearn.svm.classes.SVC(35)_verbose | false |
0.7323 ± 0.0283 Per class Cross-validation details (10-fold Crossvalidation)
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0.5598 ± 0.045 Per class Cross-validation details (10-fold Crossvalidation)
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0.4701 ± 0.0547 Cross-validation details (10-fold Crossvalidation)
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0.5058 ± 0.0525 Cross-validation details (10-fold Crossvalidation)
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0.0881 ± 0.0088 Cross-validation details (10-fold Crossvalidation)
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0.1679 ± 0.0001 Cross-validation details (10-fold Crossvalidation)
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2126 Per class Cross-validation details (10-fold Crossvalidation) |
0.5659 ± 0.0455 Per class Cross-validation details (10-fold Crossvalidation)
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0.5597 ± 0.0441 Cross-validation details (10-fold Crossvalidation)
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2.9134 ± 0.0053 Cross-validation details (10-fold Crossvalidation)
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0.5597 ± 0.0441 Per class Cross-validation details (10-fold Crossvalidation)
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0.5243 ± 0.0524 Cross-validation details (10-fold Crossvalidation)
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0.2897 ± 0.0001 Cross-validation details (10-fold Crossvalidation)
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0.2967 ± 0.015 Cross-validation details (10-fold Crossvalidation)
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1.0242 ± 0.0517 Cross-validation details (10-fold Crossvalidation)
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