Priya Mishra has Published 159 Articles

Occam's razor

Priya Mishra

Priya Mishra

Updated on 11-Jul-2023 16:00:32

2K+ Views

Occam's razor, a principle named after the 14th-century English philosopher William of Ockham, serves as a guiding tool in various fields of knowledge, from philosophy to science. This principle suggests that among competing hypotheses or explanations, the simplest one is often the most accurate. By advocating for simplicity, Occam's razor ... Read More

Feature selection using branch and bound algorithm

Priya Mishra

Priya Mishra

Updated on 11-Jul-2023 15:55:53

1K+ Views

Feature selection is critical in the domains of machine learning and data analysis since it assists in identifying the most essential and informative features in a dataset. It is a procedure that seeks to extract relevant features that will help with analysis and modeling jobs. The branch and bound method ... Read More

MultiLabel Ranking Metrics - Coverage Error in Machine Learning

Priya Mishra

Priya Mishra

Updated on 11-Jul-2023 13:10:23

325 Views

Evaluating the quality of MultiLabel models necessitates the use of MultiLabel Ranking metrics, one such metric is Coverage Error, which quantifies a ranking model's ability to cover all relevant labels for a particular instance. Multi-label ranking tasks involve the assignment of multiple relevant labels to a given instance, such ... Read More

Top Benefits of Machine Learning in FinTech

Priya Mishra

Priya Mishra

Updated on 11-Jul-2023 13:07:13

142 Views

Several industries have been transformed by machine learning, but perhaps none have benefited quite as much as financial technology, known commonly as FinTech. The FinTech industry has been radically altered by machine learning's proficiency for analyze vast data reserves and making spot-on forecasts. This article will delve into the FinTech ... Read More

Top 10 Javascript Libraries for Machine Learning and Data Science

Priya Mishra

Priya Mishra

Updated on 11-Jul-2023 13:05:00

423 Views

Javascript has grown in popularity in recent years due to its large number of libraries used for both front-end and back-end development, however, Javascript has also evolved to meet the needs of machine learning and data scientists. Javascript libraries provide us with a comprehensive range of techniques and tools that ... Read More

PyTorch v/s Tensorflow: A detailed comparison

Priya Mishra

Priya Mishra

Updated on 11-Jul-2023 13:02:49

283 Views

When it comes to deep learning frameworks, PyTorch and TensorFlow are two popular choices. Both have gained significant traction in the field and are widely used by researchers, developers, and data scientists. In this article, we will compare PyTorch and TensorFlow to help you understand their similarities, differences, and ... Read More

Natural Language Processing: Moving Beyond Zeros and Ones

Priya Mishra

Priya Mishra

Updated on 11-Jul-2023 13:01:03

289 Views

Natural Language Processing (NLP) has made remarkable strides in recent years, revolutionizing the interaction between computers and human language. By surpassing the constraints of binary code consisting of zeros and ones, NLP has facilitated more sophisticated and nuanced communication between humans and machines. This article explores the advancements in ... Read More

Multilabel Ranking Metrics-Label Ranking Average Precision in Machine Learning

Priya Mishra

Priya Mishra

Updated on 11-Jul-2023 12:57:58

388 Views

In the field of machine learning, multilabel classification is an important task that involves assigning multiple labels to instances. Assessing the effectiveness of multilabel classification models requires specific metrics that take into account the order in which the predicted labels are ranked. This article focuses on one such metric, Label ... Read More

MultiLabel Ranking Metrics - Ranking Loss in Machine Learning

Priya Mishra

Priya Mishra

Updated on 11-Jul-2023 12:55:41

570 Views

In machine learning, accurately ranking multiple labels is crucial for many applications, multiLabel Ranking Metrics, such as Ranking Loss, provide a quantitative measure of the ranking performance. Ranking Loss evaluates the disparity between predicted and true label rankings, allowing for fine-grained evaluation of models. This article explores the concept ... Read More

Making a Captcha Alternative for the Visually Impaired with Machine Learning

Priya Mishra

Priya Mishra

Updated on 11-Jul-2023 12:30:22

157 Views

Visually impaired individuals face significant accessibility challenges when encountering visual-based CAPTCHAs, here machine learning can be ustilized to create a captcha alternative for visually impaireds. This article explores an alternative solution for captcha that harness the power of machine learning. By making use of the machine leraning algorithms and adaptive ... Read More

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