| 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 | 27388 |
| sklearn.svm.classes.SVC(45)_shrinking | true |
| sklearn.svm.classes.SVC(45)_tol | 0.001 |
| sklearn.svm.classes.SVC(45)_verbose | false |
0.9729 ± 0.004 Per class Cross-validation details (10-fold Crossvalidation)
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0.9551 ± 0.0066 Per class Cross-validation details (10-fold Crossvalidation)
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0.9461 ± 0.0079 Cross-validation details (10-fold Crossvalidation)
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0.9509 ± 0.0072 Cross-validation details (10-fold Crossvalidation)
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0.0149 ± 0.0022 Cross-validation details (10-fold Crossvalidation)
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0.2771 ± 0 Cross-validation details (10-fold Crossvalidation)
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0.9552 ± 0.0066 Cross-validation details (10-fold Crossvalidation)
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10299 Per class Cross-validation details (10-fold Crossvalidation) |
0.9552 ± 0.0065 Per class Cross-validation details (10-fold Crossvalidation)
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0.9552 ± 0.0066 Cross-validation details (10-fold Crossvalidation)
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2.5759 ± 0.0002 Cross-validation details (10-fold Crossvalidation)
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0.0538 ± 0.0079 Cross-validation details (10-fold Crossvalidation)
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0.3722 ± 0 Cross-validation details (10-fold Crossvalidation)
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0.1221 ± 0.0092 Cross-validation details (10-fold Crossvalidation)
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0.3282 ± 0.0248 Cross-validation details (10-fold Crossvalidation)
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0.956 ± 0.0064 Cross-validation details (10-fold Crossvalidation)
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