| 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 | 57796 |
| sklearn.svm.classes.SVC(45)_shrinking | true |
| sklearn.svm.classes.SVC(45)_tol | 0.001 |
| sklearn.svm.classes.SVC(45)_verbose | false |
0.9301 ± 0.0139 Per class Cross-validation details (10-fold Crossvalidation)
|
0.8856 ± 0.0219 Per class Cross-validation details (10-fold Crossvalidation)
|
0.8601 ± 0.0279 Cross-validation details (10-fold Crossvalidation)
|
0.8706 ± 0.0258 Cross-validation details (10-fold Crossvalidation)
|
0.0343 ± 0.0068 Cross-validation details (10-fold Crossvalidation)
|
0.2449 Cross-validation details (10-fold Crossvalidation)
|
0.8801 ± 0.0239 Cross-validation details (10-fold Crossvalidation)
|
2310 Per class Cross-validation details (10-fold Crossvalidation) |
0.9024 ± 0.0184 Per class Cross-validation details (10-fold Crossvalidation)
|
0.8801 ± 0.0239 Cross-validation details (10-fold Crossvalidation)
|
2.8074 Cross-validation details (10-fold Crossvalidation)
|
0.1399 ± 0.0279 Cross-validation details (10-fold Crossvalidation)
|
0.3499 Cross-validation details (10-fold Crossvalidation)
|
0.1851 ± 0.0182 Cross-validation details (10-fold Crossvalidation)
|
0.529 ± 0.0521 Cross-validation details (10-fold Crossvalidation)
|
0.8801 ± 0.0239 Cross-validation details (10-fold Crossvalidation)
|