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Classification Klasifikasi Naive Bayes SIB6NF(2)

Workflow menjelaskan tentang Analisis Data Profil Pengemudi yang Berisiko Tinggi kecelakaan menggunakan Metode Classification di KNIME Analytics Platfrom

The workflow explains the Profile Data Analysis of orders with a High Risk of Accidents using the Classification Method on the KNIME Analytics Platform
This workflow provides the SIB-6 Academy Codeless Data Science NF Academy Final Project assignment

RTA Dataset.csv

Group 2 kelompok 4
Ketua: Hurul Aini Shafira
Anggota: Irfan Rian Fahmi, Raafi Alfarizi, Shintiya Maharani, Hafizhul Wahid

Read Data Data Preparation Modelling Evaluation melihat semua fileNode 2memasuki attribute/labelyang berhubungan dengankarakteristik pengemudimenghapus barisdata hilang menghapus nilai data unknown dan otherreplace data didalam Age_band_of_driverreplace data didalamService_year_of_vehiclereplace data dalam driving_experiencemembagi dataset menjadi set pelatihan dan set pengujian Yaitu 70:30replace data dalam age_band_of_severitymelatih model membuat prediksi menggunakan model yang sudah dilatih pada data pengujian.mengevaluasiModelNilai ROCCSV Reader Statistics Column Filter Missing Value Visualisasi Data Rule-basedRow Filter String Manipulation String Manipulation String Manipulation Partitioning String Manipulation Naive Bayes Learner Naive BayesPredictor Scorer ROC Curve(JavaScript) Read Data Data Preparation Modelling Evaluation melihat semua fileNode 2memasuki attribute/labelyang berhubungan dengankarakteristik pengemudimenghapus barisdata hilang menghapus nilai data unknown dan otherreplace data didalam Age_band_of_driverreplace data didalamService_year_of_vehiclereplace data dalam driving_experiencemembagi dataset menjadi set pelatihan dan set pengujian Yaitu 70:30replace data dalam age_band_of_severitymelatih model membuat prediksi menggunakan model yang sudah dilatih pada data pengujian.mengevaluasiModelNilai ROCCSV Reader Statistics Column Filter Missing Value Visualisasi Data Rule-basedRow Filter String Manipulation String Manipulation String Manipulation Partitioning String Manipulation Naive Bayes Learner Naive BayesPredictor Scorer ROC Curve(JavaScript)

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Created by: rizia
Created at: 2024-06-12
On NodePit since: 2024-06-28
Last update: 2024-11-21
Created with KNIME version: v5.2.4
Tags: classificationklasifikasinaive bayesalgoritmaalgorithm

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