Corrected spelling mistakes
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@@ -1535,7 +1535,7 @@ The margin type may have one of the following values: \ref SOFT_MARGIN or \ref H
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- You should use \ref HARD_MARGIN type, if you have linearly separable sets.
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- You should use \ref SOFT_MARGIN type, if you have non-linearly separable sets or sets with outliers.
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- In the general case (if you know nothing about linearly separability of your sets), use SOFT_MARGIN.
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- In the general case (if you know nothing about linear separability of your sets), use SOFT_MARGIN.
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The other parameters may be described as follows:
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- \f$\lambda\f$ parameter is responsible for weights decreasing at each step and for the strength of restrictions on outliers
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