| 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 | 48715 |
| sklearn.svm.classes.SVC(45)_shrinking | true |
| sklearn.svm.classes.SVC(45)_tol | 0.001 |
| sklearn.svm.classes.SVC(45)_verbose | false |
0.8339 ± 0.0253 Per class Cross-validation details (10-fold Crossvalidation)
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0.7 ± 0.0528 Per class Cross-validation details (10-fold Crossvalidation)
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0.6677 ± 0.0507 Cross-validation details (10-fold Crossvalidation)
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0.6888 ± 0.0474 Cross-validation details (10-fold Crossvalidation)
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0.0656 ± 0.01 Cross-validation details (10-fold Crossvalidation)
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0.1975 Cross-validation details (10-fold Crossvalidation)
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0.7046 ± 0.045 Cross-validation details (10-fold Crossvalidation)
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1080 Per class Cross-validation details (10-fold Crossvalidation) |
0.8382 ± 0.0445 Per class Cross-validation details (10-fold Crossvalidation)
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0.7046 ± 0.045 Cross-validation details (10-fold Crossvalidation)
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3.1699 Cross-validation details (10-fold Crossvalidation)
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0.3323 ± 0.0507 Cross-validation details (10-fold Crossvalidation)
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0.3143 Cross-validation details (10-fold Crossvalidation)
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0.2562 ± 0.0204 Cross-validation details (10-fold Crossvalidation)
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0.8152 ± 0.0649 Cross-validation details (10-fold Crossvalidation)
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0.7046 ± 0.045 Cross-validation details (10-fold Crossvalidation)
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