Moody's Bond Rating Classifier and USPHCI Economic Activity Forecast Modeling
Last updated Apr 16, 2025
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#classification#classification-algorithm#classification-model#classification-trees#data-analysis#data-science#ensemble-learning#feature-extraction#financial-engineering#financial-markets#hyperparameter-tuning#machine-learning#machine-learning-algorithms#machinelearning-python#python#regression#regression-algorithms#regression-models#regression-trees#scikit-learn
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IE598 Machine Learning in Finance, Fall 2018 University of Illinois at Urbana-Champaign
mark Final Group Project
Authors: Joseph Loss, Ruozhong Yang, Fengkai Xu, Biao Feng, and Yuchen Duan
Model Outline: 1) Exploratory Data Analysis 2) Preprocessing, feature extraction, feature selection 3) Model fitting and evaluation, (you should fit at least 3 different machine learning models) 4) Hyperparameter tuning 5) Ensembling
IE598 Machine Learning in Finance, Fall 2018 Final Group Project
Authors: Joseph Loss, Ruozhong Yang, Fengkai Xu, Biao Feng, and Yuchen Duan
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