LUNG CANCER PREDICTION -HEALTH CARE DOMAIN
We intend to develop a comprehensive predictive model for lung cancer risk assessment using a dataset enriched with a wide array of patients attributes, including gender,age, smoking history and spectrum of health related indicators.
PROJECT WOKRFLOW
Data wrangling
Data cleaning
Data preprocessing
Outlier and Satistics analysis
Exploratory Data Analysis
Hypothesis Testing
Model Building
Hyperparameter Tuning for model selection
Model selection.
GUI development for prediction
conclusionWe intend to develop a comprehensive predictive model for lung cancer risk assessment using a dataset enriched with a wide array of patients attributes, including gender,age, smoking history and spectrum of health related indicators. PROJECT WOKRFLOW Data wrangling Data cleaning Data preprocessing Outlier and Satistics analysis Exploratory Data Analysis Hypothesis Testing Model Building Hyperparameter Tuning for model selection Model selection. GUI development for prediction conclusion
Skills: GUI development · Data Visualization · Tkinter · Python (Programming Language) · Hypothesis Testing · Machine Learning · Exploratory Data Analysis · Satistics
GitHub - ravichandranECE/Machine-learning-projects
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https://github.com/ravichandranECE/Machine-learning-projects
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