Bagging and Boosting are two popular ensemble learning techniques used in MachineLearning to improve the performance of models by combining multiple weaker models (often called weak learners) to cr...
A Comprehensive Approach to Comparing Two Independent Groups Statistically_When to Use t-Tests and Mann-Whitney U Tests
When you want to see if there’s a significant difference between 2 datasets, we use statistics. First, check if your data follows a normal distribution. For this part, you can perform a Shapiro...
Difference between Sequential Models and Functional Models in Tensorflow
Sequential API stacked layer-by-layer PROS Basic, Simple, very easy to create Good for beginners CONS It does not allows you to create models that share layers does not allows you to h...
Compatible version for Spacy & Neuralcoref
For neuralcoref to work, you need to use spaCy version 2.1.0 and python version 3.7. That is the only combination that neuralcoredf works for on Ubuntu 16.04 and on Mac. 1 2 3 4 5 6 7 1. Create a p...
Activation Functions in NN(Neural Networks)
What is activation Function? Basically it converts all the sum of inputs into output. It’s like a convert machine which helps to describe data with nonlinearity Why do we use it? It is used ...