| 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 | 19.035380594385842 |
| sklearn.svm.classes.SVC(35)_cache_size | 200 |
| sklearn.svm.classes.SVC(35)_class_weight | null |
| sklearn.svm.classes.SVC(35)_coef0 | 0.27686051540748813 |
| sklearn.svm.classes.SVC(35)_decision_function_shape | "ovr" |
| sklearn.svm.classes.SVC(35)_degree | 1 |
| sklearn.svm.classes.SVC(35)_gamma | 0.005210848090633747 |
| sklearn.svm.classes.SVC(35)_kernel | "poly" |
| sklearn.svm.classes.SVC(35)_max_iter | -1 |
| sklearn.svm.classes.SVC(35)_probability | false |
| sklearn.svm.classes.SVC(35)_random_state | 43680 |
| sklearn.svm.classes.SVC(35)_shrinking | true |
| sklearn.svm.classes.SVC(35)_tol | 0.014202309636275043 |
| sklearn.svm.classes.SVC(35)_verbose | false |
0.8444 ± 0.0386 Per class Cross-validation details (10-fold Crossvalidation)
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0.7193 ± 0.0689 Per class Cross-validation details (10-fold Crossvalidation)
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0.6886 ± 0.0775 Cross-validation details (10-fold Crossvalidation)
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0.7079 ± 0.0721 Cross-validation details (10-fold Crossvalidation)
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0.056 ± 0.014 Cross-validation details (10-fold Crossvalidation)
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0.1797 ± 0.0001 Cross-validation details (10-fold Crossvalidation)
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500 Per class Cross-validation details (10-fold Crossvalidation) |
0.7257 ± 0.0643 Per class Cross-validation details (10-fold Crossvalidation)
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0.72 ± 0.0699 Cross-validation details (10-fold Crossvalidation)
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3.3123 ± 0.0044 Cross-validation details (10-fold Crossvalidation)
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0.72 ± 0.0699 Per class Cross-validation details (10-fold Crossvalidation)
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0.3115 ± 0.0778 Cross-validation details (10-fold Crossvalidation)
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0.2998 ± 0.0001 Cross-validation details (10-fold Crossvalidation)
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0.2366 ± 0.0298 Cross-validation details (10-fold Crossvalidation)
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0.7894 ± 0.0995 Cross-validation details (10-fold Crossvalidation)
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