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Keos Word Prediction
This report presents a analysis of the SwiftKey Dataset provided by Johns Hopkins and Coursera.
PALMER PENGUINS MULTICLASS CLASSIFICATION USING TWO VARIABLES AT A TIME
# ================================================================ # PALMER PENGUINS # MULTICLASS CLASSIFICATION USING TWO VARIABLES AT A TIME # # Response: # Adelie / Chinstrap / Gentoo # # Numerical variables: # bill_length_mm # bill_depth_mm # flipper_length_mm # body_mass_g # # For EVERY pair of variables fit: # 1. Softmax Regression # 2. LDA # 3. QDA # 4. Ridge Softmax # # Uses all complete observations for each pair. # # Outputs: # - Pairwise true-data scatter plot # - Decision boundary for every method # - Row-normalized confusion matrix for every method # - Accuracy / Macro Precision / Recall / F1 # - Final comparison across all 6 variable pairs # ================================================================
Bài thực hành R - NHANES và Data Visualization
Bài thực hành R sử dụng dữ liệu NHANES để phân tích và trực quan hóa dữ liệu bằng ggplot2 và plotly.
Analysis
Quarto
HTML
Límites del AICM (Polígono, mapa interactivo)
Data Wrangling
Tugas Menyimpan Data dalam Variabel (Fungsi c)
Nama: Saskia Sudirman NIM: 2507016019 Mata Kuliah: Komputasi Statistika