Posts from Machine Learning

How to Plot Correlation Matrix in Python

By Abinash Reddy

A dataset contains many variables. Where some variables depend on one another, and some may be independent. For creating a better model we must understand how variables of the data.... Read More

tf.keras.losses.Hinge in TensorFlow

By Sumit Chhirush

Hello programmers, in this tutorial, we will learn how to use tf.keras.losses.Hinge in TensorFlow. All the codes are done in a collab notebook What is Hinge loss? It is a loss func.... Read More

How to prevent our model from overfitting in neural networks

By Sumit Chhirush

Hello programmers, in this tutorial we will learn how to prevent our model from overfitting in neural networks with the help of Python programming. We can prevent our model by addi.... Read More

Learning Prediction Models with False Positives and False Negatives

By Manisha

In this article, you will study false positives and false negatives in Machine Learning. Learning Prediction Models These two concepts, i.e., false positives and false negatives, f.... Read More

Terrorism detection using Logistic Regression Algorithm in Python

By Sanskar

So, here we’ll be looking at a Python implementation of the logistic regression algorithm. We will be using the dataset available below to implement our algorithm. The datase.... Read More

Terrorism classification using XGB framework

By Sanskar

XGB or XGBoost stands for eXtreme Gradient Boosting. It tries to predict models using a gradient boosting framework. A large number of developers contribute to the XGB open-source..... Read More

Classifying Threat using Extra Tree Classifier

By Sanskar

Extra Tree Classifier is a type of machine learning algorithm which is closely related to the decision tree algorithm. It collects the result of various decision trees into a fores.... Read More

Lasso, Ridge and Elastic Net Regularization in Python

By Premkumar Vemula

In this tutorial, we will explore the different types of regularization, their advantages and disadvantages and how to apply them and implement the same in Python. When the number .... Read More

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