Function not saving unchecked checkbox

Strictly by what I see in your code: you are trying to unset incorrectly, unset works by means of an array key and you are using $term_id which is a value. You need to find the index in the array for that $term_id:

function wpfs_save_tax( $term_id ) {
    $featured_tax = get_option( '_featured_tax' );

    if ( empty( $featured_tax ) ) {
        $featured_tax = array();
    }

    if ( isset( $_POST['wpfs_tax'] ) ) {
        if ( ! in_array( $term_id, $featured_tax ) ) {
            $featured_tax[] = $term_id;
        }
    } else {
        if ( in_array( $term_id, $featured_tax ) ) {
            unset( $featured_tax[array_search( $term_id, $featured_tax )] );
        }
    }

    update_option( '_featured_tax', $featured_tax );
}

Hata!: SQLSTATE[HY000] [1045] Access denied for user 'divattrend_liink'@'localhost' (using password: YES)