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[QSAR with python: w3-2] linear regression training on multiple datapoints
04b - QSAR Modeling: Python Code Walkthrough
[QSAR with python: w5-3] descriptor calculator
04a - QSAR Modeling Predicting Drug Potency from Structure
[QSAR with python: w1-3] VEGA
[QSAR with python: w5-1] train & test data
[QSAR with python: w5-7] learning curve with the number of descriptors
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Last Updated: September 27, 2026
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Summary
Linear regression is quite simple model in machine learning. In this video, I explain how machine learning algorithm works to find ... First I reproduce prediction value in excel to confirm models' weight and bias. I love confirming things manually to make sure I did ... This video further explains how errors are calculated when multiple compounds were given to the model. This is the code walkthrough for Descriptors were calculated from the dataset we have been working on! This is the concepts portion of the Before going into model development, dataset should be separated into train and test data. Training data is used to update the ... Learning curve was plotted with train and test score. It is good to have experiments to find out the best descriptors for the model.