| 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 | 9382 |
| sklearn.svm.classes.SVC(45)_shrinking | true |
| sklearn.svm.classes.SVC(45)_tol | 0.001 |
| sklearn.svm.classes.SVC(45)_verbose | false |
0.8715 ± 0.0046 Per class Cross-validation details (10-fold Crossvalidation)
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0.8512 ± 0.0046 Per class Cross-validation details (10-fold Crossvalidation)
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0.7416 ± 0.0081 Cross-validation details (10-fold Crossvalidation)
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0.7345 ± 0.0076 Cross-validation details (10-fold Crossvalidation)
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0.0977 ± 0.0029 Cross-validation details (10-fold Crossvalidation)
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0.3832 ± 0 Cross-validation details (10-fold Crossvalidation)
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0.8534 ± 0.0044 Cross-validation details (10-fold Crossvalidation)
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44819 Per class Cross-validation details (10-fold Crossvalidation) |
0.8507 ± 0.0044 Per class Cross-validation details (10-fold Crossvalidation)
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0.8534 ± 0.0044 Cross-validation details (10-fold Crossvalidation)
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1.3491 ± 0.0003 Cross-validation details (10-fold Crossvalidation)
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0.255 ± 0.0077 Cross-validation details (10-fold Crossvalidation)
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0.4377 ± 0 Cross-validation details (10-fold Crossvalidation)
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0.3126 ± 0.0047 Cross-validation details (10-fold Crossvalidation)
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0.7141 ± 0.0108 Cross-validation details (10-fold Crossvalidation)
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0.781 ± 0.0066 Cross-validation details (10-fold Crossvalidation)
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