Posts tagged Classification
In machine learning, a type of problem that seeks to place (classify) a data sample into a single category or “class.” Often, classification problems are modeled to choose one category (class) out of two. These are binary classification problems. Problems where more than two categories (classes) are available are called “multiclass classification” problems. See Also binary classification model.
Tag: Classification
Five must-see speakers at the Microsoft Data Science Summit
The Microsoft Data Science Summit is filled with leading thinkers in big data, machine learning, AI, and open-source technologies. Join us, and get their insights and technical expertise as they discuss real-world challenges and innovative solutions emerging across data science. Here’s a sample of some of the speakers you’ll see—and what they’ll be talking about: Rafal Lukawiecki, data scientist at Project Botticelli Rafal will discuss the business opportunity of advanced analytics and the new landscape of data. He’ll speak about data science in practice and the cloud-based Cortana Intelligence Suite, especially Azure Machine Learning and the pros and cons of ... Read More
List Of NoSQL Databases [currently >225]
Your Ultimate Guide to the Non-Relational Universe! [including a historic Archive 2009-2011] News Feed covering some changes here ! NoSQL DEFINITION: Next Generation Databases mostly addressing some of the points : being non-relational, distributed, open-source and horizontally scalable . The original intention has been modern web-scale databases. The movement began early 2009 and is growing [...] ... Read More
From image recognition to object recognition
Jaipur Rajasthan. (source: Leon Yaakov on Flickr). With the advent of augmented reality and self-driving cars, 3D data is booming. In the near future, algorithms consuming 3D data will be used for applications like robot navigation or smart user interfaces based on augmented reality. Inspired by this, our recent paper from Matroid presents FusionNet, which is an architecture for classifying 3D CAD objects in a standard data set called the Princeton ModelNet. At the heart of FusionNet are new three-dimensional Convolutional Neural Networks (CNNs), applied to 3D objects. We had to modify the traditional CNN in several ways before it ... Read More
Power BI July Update for Service and Mobile
We have some really cool features to announce this month, including data driven alerts that let you receive notifications when the data you care about the most goes beyond the range you set. The Power BI service team is always listening to your feedback and improving our product based on what we hear. Here’s a look at what we’ve introduced in the past month: Data driven alerts Set, receive, and manage alerts on your data RLS graduates from preview The definition of RLS rules and rows is now moved to Desktop You can use the Analyze in Excel feature on RLS-enabled ... Read More
Facebook Open-Sources Deep Learning Project Torchnet
Facebook published an academic paper and blog detailing the Lua-based Torchnet, it's new open-source project centered around deep learning and built on the previously open-sourced Torch library. Laurens van der Maaten of the Facebook Artificial Intelligence Research laboratory (FAIR) noted in an interview that it can be applied to things like image recognition, natural language processing, and that its approach is similar to the Blocks and Fuel Python libraries for the Theano framework. He also noted: It makes it really easy to, for instance, completely hide the costs for I/O [input/output], which is something that a lot of people need ... Read More
Franz Tech Corner – April 2013
Feed: Allegro CL General / Technical Announcements. Author: cnorvell. Franz Tech Corner News April, 2013 In this issue Free Webcast: Gruff Version 5 - Tips and Tricks to become a Power User - 10:00 AM Pacific, Wednesday, April 24th Tech Corner: The importance of regular updating European Lisp Symposium (ELS'13) - Madrid - June 1-4 Gruff v5 - Now Available! Recorded Webcast: Graph Search Using Ontologies and Content Intelligence - from March 6th Practical Semantic Web - Common Lisp Edition Training Schedule Free Webcast: Gruff Version 5 - Tips and Tricks to become a Power User 10:00 AM Pacific, Wednesday, ... Read More
Franz Tech Corner – February 2013
Feed: Allegro CL General / Technical Announcements. Author: cnorvell. Franz Tech Corner News February, 2013 In this issue Free Webcast: Graph Search Using Ontologies and Content Intelligence - 10:00 AM Pacific, Wednesday, March 6th Tech Corner: Windows version now uses Unicode (and all IDE users should update!) Tech Corner: Support Questions of General Interest from 2012 European Lisp Symposium (ELS'13) - Madrid - June 1-4 AllegroGraph 4.10 - Now Available New Gruff release, version 4.1.5 - Now Available Recorded Webcast: A Semantic Platform for Tracking Entities in Real Time Practical Semantic Web - Common Lisp Edition Training Schedule Free Webcast: ... Read More
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