| 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 | 23773 |
| sklearn.svm.classes.SVC(45)_shrinking | true |
| sklearn.svm.classes.SVC(45)_tol | 0.001 |
| sklearn.svm.classes.SVC(45)_verbose | false |
0.4988 ± 0.0038 Per class Cross-validation details (10-fold Crossvalidation)
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0.7033 Per class Cross-validation details (10-fold Crossvalidation)
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-0.0038 ± 0.0115 Cross-validation details (10-fold Crossvalidation)
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0.2616 ± 0.0197 Cross-validation details (10-fold Crossvalidation)
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0.2069 ± 0.0079 Cross-validation details (10-fold Crossvalidation)
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0.3266 ± 0.0052 Cross-validation details (10-fold Crossvalidation)
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0.7931 ± 0.0079 Cross-validation details (10-fold Crossvalidation)
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522 Per class Cross-validation details (10-fold Crossvalidation) |
0.6317 Per class Cross-validation details (10-fold Crossvalidation)
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0.7931 ± 0.0079 Cross-validation details (10-fold Crossvalidation)
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0.7318 ± 0.0173 Cross-validation details (10-fold Crossvalidation)
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0.6335 ± 0.0182 Cross-validation details (10-fold Crossvalidation)
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0.4037 ± 0.0065 Cross-validation details (10-fold Crossvalidation)
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0.4549 ± 0.0087 Cross-validation details (10-fold Crossvalidation)
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1.1268 ± 0.015 Cross-validation details (10-fold Crossvalidation)
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0.4988 ± 0.0038 Cross-validation details (10-fold Crossvalidation)
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