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UTS_​PSD_​23-087

Column Appender
Numeric Outliers
Column Appender
KESIMPULAN MODEL TERBAIK ADALAH RANDOM FOREST YANG MEMILIKI AKURASI TERTINGGI YAITU 0.998 DI DATA SMOTE DAN 0.99 DI DATA IMBALANCE, SAAT DATA DI LAKUKAN PENYEIMBANGAN AKURASIRANDOM FOREST MENINGGKAT DRASTIS DARI 0.081 MENJADI 0.668
Table View
Column Filter
DISTRIBUSI KELAS SETELAH SMOTE
Bar Chart
Missing Value
Table Creator
Table View
Bar Chart
Column Filter
DISTRIBUSI KELAS SMOTE
Bar Chart
Concatenate
Column Filter
Column Filter
Row Filter
Numeric Outliers (Apply)
Concatenate
Table View
PERBANDINGAN MENGGUNAKAN BAR CHART
Bar Chart
Table View
SMOTE
Row Filter
Table Partitioner
Column Renamer
Decision Tree Learner
Random Forest Learner
Naive Bayes Learner
File Reader
File Reader
Concatenate
Column Renamer
Column Filter
Random Forest Predictor
Naive Bayes Predictor
Scorer
Decision Tree Predictor
Decision Tree Learner
Naive Bayes Learner
Random Forest Learner
Table Partitioner
Naive Bayes Predictor
Decision Tree Predictor
Random Forest Predictor
Scorer
PostgreSQL Connector
Scorer
Scorer
Scorer
Numerik
Column Filter
MySQL Connector
Kategorikal
Column Filter
DB Reader
Postgre Write
DB Writer
Scorer
MYSQL Write
DB Writer
DB Table Selector
DB Reader
DB Table Selector

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To use this workflow in KNIME, download it from the below URL and open it in KNIME:

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Created by: grubg
Created at: 2025-10-13
On NodePit since: 2025-10-14
Last update: 2025-10-14
Created with KNIME version: v5.7.0

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