• Penggalian Data Medis (A)
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    Informasi Kelas
    Announcements
    RPS Penggalian Data Medis
    Link Resource E-Book
    E-book 1 : Introduction to Data Mining (Second Edition); by Pang-Ning Tan, Michael Steinbach, Anuj Karpatne, Vipin Kumar
    Referensi E-Book 1
    E-Book 2 : Data Mining, Concepts and Techniques (Third Edition); by Jiawei Han, Micheline Kamber, Jian Pei
    Referensi E-Book 2
    TM 1 - 27 Februari 2025 (Pak Aldi)
    TM 1 - Pengenalan Data Mining
    TM 1 - Tugas Mandiri 1 Data Mining Application
    TM 2 - 13 Maret 2025 (Pak Aldi)
    TM 2 - Data
    Tutorial Preprocessing Data Python
    TM 2 - Tugas Mandiri 2 Preproses Data
    TM 3 - 10 April 2025
    TM 3 - Intro to EDA
    TM 3 - Next about EDA
    TM 3 - Tugas Mandiri 3 EDA
    TM 4 - 17 April 2025
    TM 4 - Konsep dasar klasifikasi dan algoritma decision tree
    TM 4 - Algoritma KNN
    TM 4 - Algoritma Naive Bayes
    TM 4 - Algoritma SVM
    TM 4 - Algoritma SVM (Versi Bahasa Indonesia)
    TM 4 - Algoritma ANN
    TM 4 - Algoritma ANN (Versi Bahasa Indonesia)
    TM 5 - 18 April 2025
    heart_disease_dataset.csv
    student_mental_health_dataset.csv
    Contoh Makalah EDA
    TM 5 - Pengumpulan Tugas Proyek EDA (Kelompok)
    TM 6 - 24 April 2025
    TM 6 - Algoritma Rule Based
    TM 6 - Model Overfitting
    TM 6 - Imbalance Class Problem
    TM 6 - Ensemble Methods
    TM 7 - April 2025
    TM 7 - Association Rule
    TM 7 - Sequential Pattern Analysis
    Link Video Penjelasan Association Rule 1
    Link Video Penjelasan Association Rule 2
    Link Video Penjelasan Association Rule 3
    Link Video Penjelasan Association Rule 4
    TM 5 - Pengumpulan Tugas Analisis Asosiasi
    TM 8 - April 2025
    TM 8 - Panduan Praktikum Classification (Ensemble Method & Class Imbalance)
    TM 8 - Modul Praktikum Classification (Ensemble Method & Class Imbalance)
    TM 8 - Deskripsi Tugas Modul Praktikum Classification (Ensemble Method & Class Imbalance)
    TM 8 - Pengumpulan Tugas Modul Praktikum Classification (Ensemble Method & Class Imbalance)
    Section 10
    Evaluasi Final Project
    Section 11
    Demo FP
    Section 12
    Clutsering dan Evaluasi
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    Penggalian Data Medis (A)
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    8. Penggalian Data Medis (A)
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    Penggalian Data Medis (A)

    • Teacher: Aldinata Rizky Revanda
    • Teacher: Dwi Sunaryono

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    Sukolilo | Manyar | Tjokroaminoto
    Kampus Institut Teknologi
    Sepuluh Nopember Surabaya
    Phone: 031-5994251-54, 5947274, 5945472
    Fax: 031-5923465, 5947845

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