Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Census Income dataset is a classic binary classification situation where we are… Read More
Binary Classification Model for Census Income Using Python Take 1
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Census Income dataset is a classic binary classification situation where we… Read More
Multi-Class Classification Model for Wine Quality Using R
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Wine Quality dataset is a multi-class classification situation where we are trying… Read More
Regression Model for Wine Quality Using R
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Wine Quality dataset can be approached as a regression situation where we… Read More
Multi-Class Classification Model for Wine Quality Using Python
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. SUMMARY: The purpose of this project is to construct a prediction model using various machine learning algorithms and to document the end-to-end steps using a template. The Wine Quality dataset is a multi-class classification situation where we are trying… Read More
Regression Model for Wine Quality Using Python Take 3
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. Dataset Used: Wine Quality Data Set Dataset ML Model: Regression with numerical attributes Dataset Reference: https://archive.ics.uci.edu/ml/datasets/wine+quality One potential source of performance benchmarks: https://www.kaggle.com/uciml/red-wine-quality-cortez-et-al-2009 INTRODUCTION: The two datasets are related to red and white variants of the Portuguese “Vinho Verde”… Read More
Regression Model for Wine Quality Using Python Take 2
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. Dataset Used: Wine Quality Data Set Dataset ML Model: Regression with numerical attributes Dataset Reference: https://archive.ics.uci.edu/ml/datasets/wine+quality One potential source of performance benchmarks: https://www.kaggle.com/uciml/red-wine-quality-cortez-et-al-2009 INTRODUCTION: The two datasets are related to red and white variants of the Portuguese “Vinho Verde”… Read More
Regression Model for Wine Quality Using Python Take 1
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. Dataset Used: Wine Quality Data Set Dataset ML Model: Regression with numerical attributes Dataset Reference: https://archive.ics.uci.edu/ml/datasets/wine+quality One potential source of performance benchmarks: https://www.kaggle.com/uciml/red-wine-quality-cortez-et-al-2009 INTRODUCTION: The two datasets are related to red and white variants of the Portuguese “Vinho Verde”… Read More
Binary Classification Model for Credit Card Default Using R Take 2
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. Dataset Used: Default of Credit Card Clients Data Set Dataset ML Model: Binary classification with numerical attributes Dataset Reference: https://archive.ics.uci.edu/ml/datasets/default+of+credit+card+clients One potential source of performance benchmark: https://www.kaggle.com/uciml/default-of-credit-card-clients-dataset INTRODUCTION: This dataset contains information on default payments, demographic factors, credit data,… Read More
Binary Classification Model for Credit Card Default Using R Take 1
Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. Dataset Used: Default of Credit Card Clients Data Set Dataset ML Model: Binary classification with numerical attributes Dataset Reference: https://archive.ics.uci.edu/ml/datasets/default+of+credit+card+clients One potential source of performance benchmark: https://www.kaggle.com/uciml/default-of-credit-card-clients-dataset INTRODUCTION: This dataset contains information on default payments, demographic factors, credit data,… Read More
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