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Analysis of Imbalanced Datasets – Sample Size vs Accuracy
This article analyses the impact of the size of the training dataset on the various accuracy scores of imbalanced datasets.
Murugesan 13 Jul, 2022
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Machine Learning Aided Differentiation of Real and Fake News
In this article, we shall be making use of a dataset to understand the technicalities of machine learning in detecting fake news.
Saptarshi 15 Oct, 2024
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Guide to the Intuitive Confusion Matrix
In this article, you will learn to evaluate the predictions of classification models with a confusion matrix.
Finn 15 Oct, 2024
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Outliers and Overfitting when Machine Learning Models can’t Reason
When outliers occur in machine learning, the model’s typical thinking from the usual pattern to be altered.
Mobarak Inuwa 05 Jul, 2022
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Machine Learning Pycaret : Improve Math Score in Institutes
Use Machine Learning as the indicator used for performance assessment and management by schools and institutions.
Muhammad Ammar 06 Nov, 2024
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Predicting the Toxicity of Comments Using Text Classification
In this article, we will understand more about text classification and create a model to classify comments into toxic and non-toxic.
Sanket 15 Oct, 2024
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Predictive Analytics of Donors in Crowd Funding Platforms
The objective is to implement different ML algorithms on the DonorsChoose Dataset and do predictive analytics of the Test dataset.
Shradhanjali 12 Jul, 2022
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Build a Step-by-step Machine Learning Model Using R
In this article, you will learn to build a step-by-step machine learning model using R and build a disease prediction model.
Devashree 26 Jul, 2022
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Data Science Interview Series: Part-1
In this article, you will learn some basic data science interview questions which evolve around L2 regularisation, regression and so on.
Kavish 12 Jul, 2022
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Stackblender: Ensembling in a Easier Way
In this article, you will study about the stackblender wherein we will first discuss common methods of Ensemble and their disadvantages
abir 12 Jul, 2022
