Posts from Machine Learning

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

Image Classification in TensorFlow CIFAR-10 in Python

By Megha J Panicker

CIFAR-10 dataset is a collection of images used for object recognition and image classification. CIFAR stands for the Canadian Institute for Advanced Research. There are 60,000 ima.... Read More

K-Nearest Neighbor Algorithm in Python

By Kanduri Jayanth Sri Ram

In this tutorial, we will learn about one of the supervised Machine learning techniques (i.e) K-Nearest Neighbor Algorithm from scratch in Python. It is mainly used for classificat.... Read More

k-fold Cross-Validation in Machine Learning

By Kanduri Jayanth Sri Ram

Performance estimation is crucial for any model. Cross-validation method is one of the estimation strategies which improves the accuracy of the model. In this tutorial, you will le.... Read More

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