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Validation of Classification Model
The main objectives of a model validation include the testing of the model’s conceptual soundness and continued fit for purpose
smruti 11 Jan, 2021
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Sentiment Analysis: VADER or TextBlob?
In this article, let's compare 2 prominent libraries for sentiment analysis. We are going to compare Textblob and Vader for Sentiment Analysis
Afaf 21 Oct, 2024
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Decluttering the performance measures of classification models
Let’s have a look at the various performance evaluation measures of classification model so as to check the model and enhance its prediction.
Anjana 18 Dec, 2020
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Misguiding Deep Neural Networks: Generalized Pixel Attack
Misguiding deep neural networks is easy with the help of just one-pixel alteration leading to model misclassification.
Kopal 16 Dec, 2020
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An Approach towards Neural Network based Image Clustering
Understand image clustering by explaining how you can cluster visually similar images together using deep learning and clustering.
Ritwek 29 Nov, 2023
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A Simple overview of Multilayer Perceptron(MLP)
Multilayer perceptron tries to remember patterns in sequential data. So, it requires many parameters to process multidimensional data
franckepeixoto 14 Dec, 2023
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Understanding Text Classification in NLP with Movie Review Example
Understanding text classification in NLP with a Movie Review Example. Read on to know steps for text classification in Python.
Parlad 09 Aug, 2023
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An Academic Overview of Markov Chain
Markov Chain is a Predictive modelling method. This article is an academic overview in which the Markov chain is explained.
Palak 14 Dec, 2020
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Deploying machine learning models using Streamlit – An introductory guide to Model Deployment
Streamlit is a popular open-source framework used for model deployment by machine learning and data science teams efficiently
Pulkit Sharma 17 Oct, 2024
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Accuracy and its shortcomings: Precision, Recall to the rescue
Using recall, precision, and F1-score allows us to assess classification models and also makes us think about using only accuracy of a model
Rohit 01 Dec, 2020
