| 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 | 4174 |
| sklearn.svm.classes.SVC(45)_shrinking | true |
| sklearn.svm.classes.SVC(45)_tol | 0.001 |
| sklearn.svm.classes.SVC(45)_verbose | false |
0.6581 ± 0.0114 Per class Cross-validation details (10-fold Crossvalidation)
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0.494 ± 0.0131 Per class Cross-validation details (10-fold Crossvalidation)
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0.3224 ± 0.0198 Cross-validation details (10-fold Crossvalidation)
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0.3616 ± 0.0142 Cross-validation details (10-fold Crossvalidation)
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0.156 ± 0.0041 Cross-validation details (10-fold Crossvalidation)
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0.2508 ± 0.0001 Cross-validation details (10-fold Crossvalidation)
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0.5319 ± 0.0122 Cross-validation details (10-fold Crossvalidation)
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6118 Per class Cross-validation details (10-fold Crossvalidation) |
0.5078 ± 0.0135 Per class Cross-validation details (10-fold Crossvalidation)
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0.5319 ± 0.0122 Cross-validation details (10-fold Crossvalidation)
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2.3 ± 0.0025 Cross-validation details (10-fold Crossvalidation)
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0.6223 ± 0.0161 Cross-validation details (10-fold Crossvalidation)
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0.3541 ± 0.0002 Cross-validation details (10-fold Crossvalidation)
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0.395 ± 0.0051 Cross-validation details (10-fold Crossvalidation)
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1.1156 ± 0.0143 Cross-validation details (10-fold Crossvalidation)
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0.3677 ± 0.0153 Cross-validation details (10-fold Crossvalidation)
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