| 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 | 62551 |
| sklearn.svm.classes.SVC(45)_shrinking | true |
| sklearn.svm.classes.SVC(45)_tol | 0.001 |
| sklearn.svm.classes.SVC(45)_verbose | false |
0.5 Per class Cross-validation details (10-fold Crossvalidation)
|
0.1529 ± 0.0023 Cross-validation details (10-fold Crossvalidation)
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0.1866 ± 0.0008 Cross-validation details (10-fold Crossvalidation)
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0.2223 ± 0.0002 Cross-validation details (10-fold Crossvalidation)
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0.3467 ± 0.0027 Cross-validation details (10-fold Crossvalidation)
|
1941 Per class Cross-validation details (10-fold Crossvalidation) |
0.3467 ± 0.0027 Cross-validation details (10-fold Crossvalidation)
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2.4107 ± 0.0095 Cross-validation details (10-fold Crossvalidation)
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0.8395 ± 0.0028 Cross-validation details (10-fold Crossvalidation)
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0.3334 ± 0.0003 Cross-validation details (10-fold Crossvalidation)
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0.432 ± 0.0009 Cross-validation details (10-fold Crossvalidation)
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1.296 ± 0.0017 Cross-validation details (10-fold Crossvalidation)
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0.1429 Cross-validation details (10-fold Crossvalidation)
|