| Issue | #Downvotes for this reason | By |
|---|
| sklearn.svm.classes.SVC(35) | 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(35)_C | 1283.04217811102 |
| sklearn.svm.classes.SVC(35)_cache_size | 200 |
| sklearn.svm.classes.SVC(35)_class_weight | null |
| sklearn.svm.classes.SVC(35)_coef0 | 0.0 |
| sklearn.svm.classes.SVC(35)_decision_function_shape | "ovr" |
| sklearn.svm.classes.SVC(35)_degree | 3 |
| sklearn.svm.classes.SVC(35)_gamma | 0.02677973602700172 |
| sklearn.svm.classes.SVC(35)_kernel | "rbf" |
| sklearn.svm.classes.SVC(35)_max_iter | -1 |
| sklearn.svm.classes.SVC(35)_probability | false |
| sklearn.svm.classes.SVC(35)_random_state | 18672 |
| sklearn.svm.classes.SVC(35)_shrinking | false |
| sklearn.svm.classes.SVC(35)_tol | 0.058166053604120325 |
| sklearn.svm.classes.SVC(35)_verbose | false |
0.9021 ± 0.0122 Per class Cross-validation details (10-fold Crossvalidation)
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0.8037 Per class |
0.8042 ± 0.0245 Cross-validation details (10-fold Crossvalidation)
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0.8057 ± 0.0243 Cross-validation details (10-fold Crossvalidation)
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0.0039 ± 0.0005 Cross-validation details (10-fold Crossvalidation)
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0.0198 ± 0 Cross-validation details (10-fold Crossvalidation)
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1599 Per class Cross-validation details (10-fold Crossvalidation) |
0.8119 Per class |
0.8061 ± 0.0242 Cross-validation details (10-fold Crossvalidation)
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6.6438 ± 0.0003 Cross-validation details (10-fold Crossvalidation)
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0.8061 ± 0.0242 Per class Cross-validation details (10-fold Crossvalidation)
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0.1958 ± 0.0244 Cross-validation details (10-fold Crossvalidation)
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0.0995 ± 0 Cross-validation details (10-fold Crossvalidation)
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0.0623 ± 0.0039 Cross-validation details (10-fold Crossvalidation)
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0.6258 ± 0.0388 Cross-validation details (10-fold Crossvalidation)
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