| 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 | 20373 |
| sklearn.svm.classes.SVC(45)_shrinking | true |
| sklearn.svm.classes.SVC(45)_tol | 0.001 |
| sklearn.svm.classes.SVC(45)_verbose | false |
0.8153 ± 0.0504 Per class Cross-validation details (10-fold Crossvalidation)
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0.8457 ± 0.0389 Per class Cross-validation details (10-fold Crossvalidation)
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0.6502 ± 0.0896 Cross-validation details (10-fold Crossvalidation)
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0.6448 ± 0.0828 Cross-validation details (10-fold Crossvalidation)
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0.1517 ± 0.0355 Cross-validation details (10-fold Crossvalidation)
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0.4472 ± 0.0012 Cross-validation details (10-fold Crossvalidation)
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0.8483 ± 0.0355 Cross-validation details (10-fold Crossvalidation)
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1055 Per class Cross-validation details (10-fold Crossvalidation) |
0.8463 ± 0.0355 Per class Cross-validation details (10-fold Crossvalidation)
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0.8483 ± 0.0355 Cross-validation details (10-fold Crossvalidation)
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0.9223 ± 0.0036 Cross-validation details (10-fold Crossvalidation)
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0.3391 ± 0.0791 Cross-validation details (10-fold Crossvalidation)
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0.4728 ± 0.0013 Cross-validation details (10-fold Crossvalidation)
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0.3894 ± 0.0459 Cross-validation details (10-fold Crossvalidation)
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0.8236 ± 0.0962 Cross-validation details (10-fold Crossvalidation)
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0.8153 ± 0.0504 Cross-validation details (10-fold Crossvalidation)
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