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Breast Cancer Classification
LinkedIn • Freelance
May 2026 - Aug 2026 • 3 mos
Project Workflow • Dataset inspection and data quality checking • Missing value and duplicate analysis • Exploratory Data Analysis (EDA) • Feature and target separation • Train-test splitting • Data preprocessing and pipeline development • Logistic Regression, Decision Tree, and Random Forest models • Model comparison using accuracy and classification metrics • 5-fold cross-validation • Hyperparameter tuning using GridSearchCV • Confusion matrix and classification report • Final model evaluation and performance analysis