Search results
Results from the WOW.Com Content Network
Datasets are an integral part of the field of machine learning. Major advances in this field can result from advances in learning algorithms (such as deep learning ), computer hardware , and, less-intuitively, the availability of high-quality training datasets. [ 1 ]
CT scan showing cryptogenic organizing pneumonia (biopsy-proven) The reversed halo sign is seen in about 20% of individuals with COP. [18] The chest x-ray is distinctive with features that appear similar to an extensive pneumonia, with both lungs showing widespread white patches.
Kaggle is a data science competition platform and online community for data scientists and machine learning practitioners under Google LLC.Kaggle enables users to find and publish datasets, explore and build models in a web-based data science environment, work with other data scientists and machine learning engineers, and enter competitions to solve data science challenges.
A training data set is a data set of examples used during the learning process and is used to fit the parameters (e.g., weights) of, for example, a classifier. [9] [10]For classification tasks, a supervised learning algorithm looks at the training data set to determine, or learn, the optimal combinations of variables that will generate a good predictive model. [11]
Hence the model partially memorized the patients instead of learning to recognize pneumonia in chest x-rays. [ 3 ] [ 4 ] ) A 2023 review found data leakage to be "a widespread failure mode in machine-learning (ML)-based science", having affected at least 294 academic publications across 17 disciplines, and causing a potential reproducibility ...
The CIFAR-10 dataset (Canadian Institute For Advanced Research) is a collection of images that are commonly used to train machine learning and computer vision algorithms. It is one of the most widely used datasets for machine learning research.
One happy beagle is bundling up and spending a warm and cozy Christmas with his new family this holiday season. Meet Copper, an 8-year-old beagle who was recently adopted by PETA staffers ...
This inhibits lung function, causing dyspnea, fever, chest pains and cough. CAP, the most common type of pneumonia, is a leading cause of illness and death worldwide [citation needed]. Its causes include bacteria, viruses, fungi and parasites. [1] CAP is diagnosed by assessing symptoms, performing a physical examination, by x-ray or by sputum ...