Simple Classification Model for Glass Type Using R

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. https://machinelearningmastery.com/standard-machine-learning-datasets/. Dataset Used: Glass Identification Data Set Data Set ML Model: Classification with real number attributes Dataset Reference: https://archive.ics.uci.edu/ml/datasets/Glass+Identification For more information on this case study project and performance benchmarks, please consult: https://www.kaggle.com/uciml/glass The glass identification dataset involves predicting… Read More

Simple Regression Model for Predicting Abalone Age Using R

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. For more information on this case study project, please consult Dr. Brownlee’s blog post at https://machinelearningmastery.com/standard-machine-learning-datasets/. Dataset Used: Abalone Data Set Data Set ML Model: Regression with Categorical, Integer, Real attributes Dataset Reference: http://archive.ics.uci.edu/ml/datasets/Abalone The Abalone Dataset involves predicting… Read More

Ensemble Classification Model for the Sonar Dataset with R

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. For more information on this case study project, please consult Dr. Brownlee’s blog post at https://machinelearningmastery.com/standard-machine-learning-datasets/. Dataset Used: Connectionist Bench (Sonar, Mines vs. Rocks) Data Set ML Model: Classification, numeric inputs Dataset Reference: https://archive.ics.uci.edu/ml/datasets/Connectionist+Bench+%28Sonar%2C+Mines+vs.+Rocks%29 The Sonar Dataset involves the… Read More

Simple Classification Model for the Sonar Dataset with R

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. For more information on this case study project, please consult Dr. Brownlee’s blog post at https://machinelearningmastery.com/standard-machine-learning-datasets/. Dataset Used: Connectionist Bench (Sonar, Mines vs. Rocks) Data Set ML Model: Classification, numeric inputs Dataset Reference: https://archive.ics.uci.edu/ml/datasets/Connectionist+Bench+%28Sonar%2C+Mines+vs.+Rocks%29 The Sonar Dataset involves the… Read More