| 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 | 4187 |
| sklearn.svm.classes.SVC(45)_shrinking | true |
| sklearn.svm.classes.SVC(45)_tol | 0.001 |
| sklearn.svm.classes.SVC(45)_verbose | false |
0.5321 ± 0.028 Per class Cross-validation details (10-fold Crossvalidation)
|
0.6937 ± 0.026 Per class Cross-validation details (10-fold Crossvalidation)
|
0.0879 ± 0.0742 Cross-validation details (10-fold Crossvalidation)
|
0.248 ± 0.0665 Cross-validation details (10-fold Crossvalidation)
|
0.242 ± 0.0219 Cross-validation details (10-fold Crossvalidation)
|
0.363 ± 0.0023 Cross-validation details (10-fold Crossvalidation)
|
0.758 ± 0.0219 Cross-validation details (10-fold Crossvalidation)
|
748 Per class Cross-validation details (10-fold Crossvalidation) |
0.6999 ± 0.0607 Per class Cross-validation details (10-fold Crossvalidation)
|
0.758 ± 0.0219 Cross-validation details (10-fold Crossvalidation)
|
0.7916 ± 0.0072 Cross-validation details (10-fold Crossvalidation)
|
0.6665 ± 0.0593 Cross-validation details (10-fold Crossvalidation)
|
0.4258 ± 0.0027 Cross-validation details (10-fold Crossvalidation)
|
0.4919 ± 0.0224 Cross-validation details (10-fold Crossvalidation)
|
1.1552 ± 0.051 Cross-validation details (10-fold Crossvalidation)
|
0.5321 ± 0.028 Cross-validation details (10-fold Crossvalidation)
|