Issue | #Downvotes for this reason | By |
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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 | 33527 |
sklearn.svm.classes.SVC(45)_shrinking | true |
sklearn.svm.classes.SVC(45)_tol | 0.001 |
sklearn.svm.classes.SVC(45)_verbose | false |
0.9036 ± 0.0142 Per class Cross-validation details (10-fold Crossvalidation)
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0.8071 ± 0.0287 Cross-validation details (10-fold Crossvalidation)
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0.7367 ± 0.0249 Cross-validation details (10-fold Crossvalidation)
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0.0693 ± 0.0104 Cross-validation details (10-fold Crossvalidation)
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0.3798 ± 0.0012 Cross-validation details (10-fold Crossvalidation)
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0.896 ± 0.0156 Cross-validation details (10-fold Crossvalidation)
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625 Per class Cross-validation details (10-fold Crossvalidation) |
0.896 ± 0.0156 Cross-validation details (10-fold Crossvalidation)
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1.3181 ± 0.0124 Cross-validation details (10-fold Crossvalidation)
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0.1826 ± 0.0273 Cross-validation details (10-fold Crossvalidation)
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0.4356 ± 0.0014 Cross-validation details (10-fold Crossvalidation)
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0.2633 ± 0.0197 Cross-validation details (10-fold Crossvalidation)
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0.6045 ± 0.0448 Cross-validation details (10-fold Crossvalidation)
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0.6481 ± 0.0111 Cross-validation details (10-fold Crossvalidation)
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