Отрав­ляю­щие при­зна­ки для де­ре­вьев ре­ше­ний ›››

Ре­шая за­да­чу ма­шин­но­го обу­че­ния, мы за­ча­стую ис­поль­зу­ем все при­зна­ки, что у нас есть, на­де­ясь, что до­пол­ни­тель­ные при­зна­ки да­дут клас­сифи­ка­то­ру до­пол­ни­тель­ную ин­фор­ма­цию. Од­на­ко су­ще­ству­ют при­зна­ки, ко­то­рые, бу­дучи до­бав­ле­ны в клас­сифи­ка­тор (де­ре­во ре­ше­ний), су­ще­ствен­но ухуд­ша­ют точ­ность клас­сифи­ка­ции. Пред­ла­гаю на­звать та­кие при­зна­ки отрав­ляю­щи­ми. На сай­те опуб­ли­ко­ва­на ста­тья, по­свя­щён­ная этой те­ме.

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