Checked Check Process

I can't solve a problem and need help.

Let me briefly explain what to do.

As you can see above, I have the data I pulled from the database and these are the radio inputs.

Each one has unique database ids and I want to check here with jquery.

For example, if the phone does not select the memory partition, I want to give a warning. Since the data coming here comes with a loop, the same thing will enter the loop.

If it is selected, I want to get the values in it.

I would be glad if you could help me.

HTML

<form action="" type="POST" onsubmit="return false;">
                                    <div id="form_step_1">
                                        <div class="container">
                                            <div class="row">
                                                <?php
                                                $features_title_query   =   $db->prepare("SELECT * FROM features_title WHERE features_title_product_id = ?");
                                                $features_title_query->execute([Guvenlik($product_id)]);
                                                $features_title_number  =   $features_title_query->rowCount();
                                                $features_title_fetch   =   $features_title_query->fetchAll(PDO::FETCH_ASSOC);

                                                foreach ($features_title_fetch as $features_title) {
                                                ?>
                                                <div class="talepler mb-3">
                                                    <H4><?php echo $features_title["features_title_name"]; ?></H4>
                                                    <?php
                                                        $features_data_query    =   $db->prepare("SELECT * FROM features_data WHERE features_data_features_title_id = ?");
                                                        $features_data_query->execute([Guvenlik($features_title["id"])]);
                                                        $features_data_number   =   $features_data_query->rowCount();
                                                        $features_data_fetch    =   $features_data_query->fetchAll(PDO::FETCH_ASSOC);
                                                            if ($features_data_number > 0) {
                                                                foreach ($features_data_fetch as $features_data) {
                                                    ?>
                                                            <div class="row mb-3" style="display: inline-block">
                                                                <div class="col-sm-3 col-md-4 col-lg-3 titles">
                                                                    <input style="display: none" class="inputs" type="radio" id="<?php echo Guvenlik($features_data["id"]); ?>" name="<?php echo Guvenlik($features_data["features_data_features_title_id"]);?>">
                                                                    <label class="btn btn-pill" style="display: inline-block" for="<?php echo Guvenlik($features_data["id"]); ?>"><?php echo Guvenlik($features_data["features_data_name"]); ?></label>
                                                                    <style>
                                                                        .inputs:checked + label {
                                                                            background-color: #0034d0;
                                                                            color: white;
                                                                        }
                                                                        .inputs + label {
                                                                            border: 1px solid blue ;
                                                                        }
                                                                    </style>

                                                                </div>
                                                            </div>

                                                    <?php
                                                                }
                                                            }
                                                            ?>
                                                </div>
                                                <?php } ?>
                                                <button type="submit" class="btn btn-success" id="gonder">Gönder</button>
                                            </div>
                                        </div>
                                    </div>
                                </form>

JS

$(document).ready(function () {
    $('.inputs').on('click', function () {
        var $id =   $(this).val();
        var $ids =   "#" + $(this).val();
        if ($($ids).attr('checked', true)) {
            $($ids).attr('checked', false);
        } else {
            $($ids).attr('checked', true);
        }
    })
});