106 lines
6.1 KiB
HTML
106 lines
6.1 KiB
HTML
{% include 'header.html' %}
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<!-- Begin Page Content -->
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<div class="container-fluid">
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<!-- Page Heading -->
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<div class="d-sm-flex align-items-center justify-content-between mb-4">
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<h1 class="h3 mb-0 text-gray-800">Klasifikasi Naive Bayes</h1>
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</div>
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<!-- Content Row -->
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<div class="row">
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<div class="col-sm-12">
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<!-- Illustrations -->
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<div class="card shadow mb-4">
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<div class="card-header py-3">
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<h6 class="m-0 font-weight-bold text-primary">Klasifikasi Data Tweet</h6>
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</div>
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<div class="card-body">
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<form method="post" action="" enctype="multipart/form-data">
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<div class="form-group">
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<label for="exampleFormControlFile1">Upload File</label>
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<input type="file" name="file" class="form-control-file" id="exampleFormControlFile1">
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<small id="" class="form-text text-muted">Upload file hasil labeling berekstensi .csv</small>
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{% with messages = get_flashed_messages(category_filter=["upload_gagal"]) %}
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{% if messages %}
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<small id="" class="form-text text-danger">{{ messages[0] }}</small>
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{% endif %}
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{% endwith %}
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{% with messages = get_flashed_messages(category_filter=["upload_berhasil"]) %}
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{% if messages %}
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<small id="" class="form-text text-success">{{ messages[0] }}</small>
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{% endif %}
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{% endwith %}
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{% with messages = get_flashed_messages(category_filter=["klasifikasi_data"]) %}
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{% if messages %}
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<small id="" class="form-text text-success">{{ messages[0] }}</small>
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{% endif %}
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{% endwith %}
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</div>
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<input type="submit" value="Upload Data" name="upload" class="btn btn-primary">
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<input type="submit" value="Klasifikasi Data" name="klasifikasi" class="btn btn-primary">
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</form>
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</div>
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</div>
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</div>
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</div>
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<div class="card shadow mb-4">
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<div class="card-header py-3">
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<h6 class="m-0 font-weight-bold text-primary">
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Visualisasi Data
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<a href="/visualisasi" target="blank" class="d-none d-sm-inline-block btn-sm btn-primary float-right shadow-sm"><i
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class="fas fa-fw fa-chart-area fa-sm text-white-50"></i> Visualisasi</a>
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</h6>
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</div>
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</div>
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<!-- DataTables Klasifikasi -->
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<div class="card shadow mb-4">
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<div class="card-header py-3">
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<h6 class="m-0 font-weight-bold text-primary">
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Hasil Klasifikasi
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<a href="{{ url_for('static', filename='files/Data Klasifikasi.csv') }}" target="blank" class="d-none d-sm-inline-block btn-sm btn-primary float-right shadow-sm"><i
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class="fas fa-download fa-sm text-white-50"></i> Download Data</a>
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</h6>
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</div>
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<div class="card-body">
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<div class="table table-striped">
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{% for table in tables2 %}
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{{ table|safe }}
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{% endfor %}
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</div>
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<div class="alert alert-success" role="alert" style="margin-bottom: 10px;">
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Akurasi Naive Bayes : {{ accuracy }} %
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</div>
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</div>
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</div>
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<!-- DataTables Confusion Matrix -->
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<div class="card shadow mb-4">
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<div class="card-header py-3">
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<h6 class="m-0 font-weight-bold text-primary">
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Hasil Confusion Matrix
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<a href="{{ url_for('static', filename='files/Data Confusion Matrix.csv') }}" target="blank" class="d-none d-sm-inline-block btn-sm btn-primary float-right shadow-sm"><i
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class="fas fa-download fa-sm text-white-50"></i> Download Data</a>
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</h6>
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</div>
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<div class="card-body">
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<div class="table-responsive">
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{% for table in tables %}
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{{ table|safe }}
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{% endfor %}
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</div>
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</div>
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</div>
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</div>
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<!-- /.container-fluid -->
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{% include 'footer.html' %} |