Pengembangan Video Pembelajaran Pewarnaan Teknik Kering di Kelas X Tata Busana Smk Negeri 3 Kediri

Development of Video Tutorials for Dry Technique Colouring in Class X Fashion Design State VHS 3 Kediri

PERBANDINGAN KLASIFIKASI HASIL INDEKS KEPUASAN MASYARAKAT TERHADAP UPT BALAI LATIHAN KERJA SURABAYA MENGGUNAKAN ALGORITMA DECISION TREE, RANDOM FOREST, K-NEAREST NEIGHBOR

Abtract – The evaluation of the results of the community statisfaction index towards the UPT Job Training Center Surabaya which was carried out by giving questionnaires to the community and training participants at UPT Job Training Center Surabaya, then the questionnaires file was submited to the Development dan Marketing Staff. However, the results of the questionaires which should be given to the Head Of Surabaya Job Training Center as an evaluation material for the UPT Job Training Center Surabaya is often just neglected and not processed further by the UPT Job Training Center Surabaya. So that the evaluation of the questionaires, especially on infrastructure through a sheet of paper, can be considered ineffective and not on target. To overcome the problems above, the author provides an alternative by utilizing the knwoledge gained during lectures using data mining techniques to predict community satisfation using a comparison method of 3 algorithms, namely Decision Tree, Random Forest, K-Nearest Neighbor. Classification is a technique in data mining to classify data based on data againts sample data. In study, the authors compare 3 classification techniques to classify community satisfaction responses in the dataset of UPT JobTraining Center Surabaya. The classification process begins with preprocessing the data ti remove mising values and select features in the dataset. At the evaluation stage, confusion matrix and K-fold cross validation techniques are used. After testing, it was found the classification results showed the best accuracy obtained by the Random Forest model obtaining an accuracy of 1.00, Decision Tree obtaining an accuracy of 0.91, and K-Nearest Neighbor 0.94.  Keywords : Comparison, Classification, data mining, Decision Tree, Random Forest, K-Nearest Neighbor

Pengembangan Media Pembelajaran Virtual Reality pada Mata Pelajaran Desain Grafis Percetakan di SMKN 1 Jetis Mojokerto

Development of Virtual Reality Learning Media in Graphic Design Printing Subject at SMKN 1 Jetis Mojokerto

RANCANG BANGUN ALAT PEMANTAU KUALITAS AIR TAMBAK MENGGUNAKAN MODUL GSM SIM-800L SECARA REAL-TIME

Design and Development of a Real-Time Water Quality Monitoring Device for Ponds Using GSM SIM-800L Module

PENGEMBANGAN MEDIA PEMBELAJARAN SCREENCAST SOFTWARE RICHPEACE DALAM PEMBUATAN POLA DASAR SISTEM MEYNEKE DI SMK NEGERI 8 SURABAYA

DEVELOPMENT OF SCREENCAST-BASED LEARNING MEDIA USING RICHPEACE SOFTWARE FOR BASIC PATTERN MAKING MEYNEKE SYSTEM AT SMK NEGERI 8 SURABAYA

PENGEMBANGAN VIDEO TUTORIAL MEMBUAT DESAIN BUSANA PESTA WANITA SECARA DIGITAL SESUAI DENGAN KONSEP KOLASE DI KELAS XI SMK NEGERI 8 SURABAYA

TUTORIAL VIDEO DEVELOPMENT FOR DIGITAL WOMEN'S PARTY CLOTHES DESIGN ACCORDING TO THE COLLAGE CONCEPT IN CLASS XI SMK NEGERI 8 SURABAYA

Pengembangan Video Tutorial Pembuatan Pola Busana Rumah dengan Sistem Grading di Kelas XI Tata Busana 2 SMK Negeri 8 Surabaya

Development of Video Tutorials for Making Home Clothing Patterns with Grading System in Class XI Fashion Design 2 SMK Negeri 8 Surabaya

Analisis Performa Mesin Sepeda Motor Honda Vario 125cc Tahun 2021 dengan Menggunakan Bahan Bakar Campuran antara Bioetanol dari Kulit Pisang Raja (Musa paradisiaca) dengan Pertalite

Performance Analysis of 2021 Honda Vario 125cc Engine Using a Fuel Blend of Bioethanol from Banana Peel (Musa paradisiaca) with Pertalite

Desain Sistem Anti-Swing pada Miniature Gantry Crane Menggunakan Pengendali PID dan PD Berbasis Matlab

The Design of Anti-Swing System on Miniature Gantry Crane Using PID and PD Controller Matlab-Based

Penciptaan Ready to Wear Deluxe dengan Manipulating Fabric Slashing Terinspirasi dari Golden Sunrise of Bromo

Creation of Ready to Wear Deluxe with Manipulating Fabric Slashing Inspired by the Golden Sunrise of Bromo