Tag Archives: generalization error

Auto Training and Parameter Tuning for a ScikitLearn based Model for Leads Conversion Prediction

This is a sequel to my last blog on CRM leads conversion prediction using Gradient Boosted Trees as implemented in ScikitLearn. The focus of this blog is automatic training and parameter tuning for the model. The implementation is available in … Continue reading

Posted in Data Science, Machine Learning, Python, ScikitLearn, Supervised Learning | Tagged , , , | Leave a comment

Is Neural Network Better Off with Big Data

How does neural network or for that matter any machine learning model relates to Big Data. Do we get a better quality learning model with bigger data. That’s what we will explore in this post. We will explore sample complexity … Continue reading

Posted in Big Data, Data Science, Machine Learning, Optimization, Predictive Analytic, Uncategorized | Tagged , , , , , , , | 4 Comments