Publications by Nagdev Amruthnath

Visualizing trees with Sklearn

Tree-based models are probably the second easiest ML technique for explaining the model to a non-data scientist. I am a big fan of tree-based models because of their simplicity and interpretability. But, when I try to visualize them is, when it gets my nerves. There are so many packages out there to visualize them. Sklearn has finally provided us...

2250 sym Python (1125 sym/3 pcs) 4 img

Multi-Output Regression using Sklearn

Regression analysis is a process of building a linear or non-linear fit for one or more continuous target variables. That’s right! there can be more than one target variable. Multi-output machine learning problems are more common in classification than regression. In classification, the categorical target variables are encoded to convert them t...

2989 sym Python (1062 sym/7 pcs)