Predict Game Outcomes with a Decision Tree
Ihor
Python
10 Chapters
0 Studying now
Build a Decision Tree classifier to predict basketball game outcomes (Win/Loss/Draw) using real match statistics. This hands-on project guides you through the full machine learning workflow: data exploration, preprocessing, model training, evaluation, interpretation, and making predictions.
Description du cours
Build a Decision Tree classifier to predict basketball game outcomes (Win/Loss/Draw) using real match statistics. This hands-on project guides you through the full machine learning workflow: data exploration, preprocessing, model training, evaluation, interpretation, and making predictions.
Technologie
Python
Langue
En
Évaluation
Chapitres
10
Setup and Data Loading
Data Exploration
Data Preparation
Train-Test Split
Build and Train the Model
Model Evaluation
Model Interpretation
Custom Prediction Function
Model Improvement
Summary and Next Steps
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Setup and Data Loading
Data Exploration
Data Preparation
Train-Test Split
Build and Train the Model
Model Evaluation
Model Interpretation
Custom Prediction Function
Model Improvement
Summary and Next Steps
