| 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 | 59928 |
| sklearn.svm.classes.SVC(45)_shrinking | true |
| sklearn.svm.classes.SVC(45)_tol | 0.001 |
| sklearn.svm.classes.SVC(45)_verbose | false |
0.8122 ± 0.0219 Per class Cross-validation details (10-fold Crossvalidation)
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0.8456 ± 0.0153 Per class Cross-validation details (10-fold Crossvalidation)
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0.6269 ± 0.0384 Cross-validation details (10-fold Crossvalidation)
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0.5993 ± 0.0384 Cross-validation details (10-fold Crossvalidation)
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0.1541 ± 0.0147 Cross-validation details (10-fold Crossvalidation)
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0.4147 ± 0.0003 Cross-validation details (10-fold Crossvalidation)
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0.8459 ± 0.0147 Cross-validation details (10-fold Crossvalidation)
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5404 Per class Cross-validation details (10-fold Crossvalidation) |
0.8453 ± 0.0157 Per class Cross-validation details (10-fold Crossvalidation)
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0.8459 ± 0.0147 Cross-validation details (10-fold Crossvalidation)
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0.8732 ± 0.001 Cross-validation details (10-fold Crossvalidation)
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0.3717 ± 0.0356 Cross-validation details (10-fold Crossvalidation)
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0.4554 ± 0.0004 Cross-validation details (10-fold Crossvalidation)
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0.3926 ± 0.0191 Cross-validation details (10-fold Crossvalidation)
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0.8622 ± 0.042 Cross-validation details (10-fold Crossvalidation)
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0.8122 ± 0.0219 Cross-validation details (10-fold Crossvalidation)
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