| 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 | 46767 |
| sklearn.svm.classes.SVC(45)_shrinking | true |
| sklearn.svm.classes.SVC(45)_tol | 0.001 |
| sklearn.svm.classes.SVC(45)_verbose | false |
0.926 ± 0.0094 Per class Cross-validation details (10-fold Crossvalidation)
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0.9049 ± 0.012 Per class Cross-validation details (10-fold Crossvalidation)
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0.8559 ± 0.0181 Cross-validation details (10-fold Crossvalidation)
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0.8619 ± 0.0191 Cross-validation details (10-fold Crossvalidation)
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0.0474 ± 0.0059 Cross-validation details (10-fold Crossvalidation)
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0.3312 ± 0.0001 Cross-validation details (10-fold Crossvalidation)
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0.9052 ± 0.0118 Cross-validation details (10-fold Crossvalidation)
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5456 Per class Cross-validation details (10-fold Crossvalidation) |
0.9054 ± 0.0115 Per class Cross-validation details (10-fold Crossvalidation)
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0.9052 ± 0.0118 Cross-validation details (10-fold Crossvalidation)
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1.7146 ± 0.0017 Cross-validation details (10-fold Crossvalidation)
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0.143 ± 0.0178 Cross-validation details (10-fold Crossvalidation)
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0.4069 ± 0.0001 Cross-validation details (10-fold Crossvalidation)
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0.2177 ± 0.0139 Cross-validation details (10-fold Crossvalidation)
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0.5349 ± 0.0342 Cross-validation details (10-fold Crossvalidation)
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0.8837 ± 0.0223 Cross-validation details (10-fold Crossvalidation)
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