MIL meaning in Community ?

Answer:

What is Multiple Instance Learning mean?

In machine learning, multiple-instance learning (MIL) is a type of supervised learning. Instead of receiving a set of instances which are individually labeled, the learner receives a set of labeled bags, each containing many instances. In the simple case of multiple-instance binary classification, a bag may be labeled negative if all the instances in it are negative. On the other hand, a bag is labeled positive if there is at least one instance in it which is positive. From a collection of labeled bags, the learner tries to either (i) induce a concept that will label individual instances correctly or (ii) learn how to label bags without inducing the concept.

Babenko (2008) gives a simple example for MIL. Imagine several people, and each of them has a key chain that contains few keys. Some of these people are able to enter a certain room, and some aren’t. The task is then to predict whether a certain key or a certain key chain can get you into that room. To solve this problem we need to find the exact key that is common for all the “positive” key chains. If we can correctly identify this key, we can also correctly classify an entire key chain - positive if it contains the required key, or negative if it doesn't.

reference

Full Form	Category
Machine Intelligence Laboratory	Academic & Science
Mother Indian Languages	Academic & Science
Marine Instrumentation Laboratory	Academic & Science
Matrox Image Library	Academic & Science
Media And Information Literacy	Academic & Science
Monetdb Interpreter Language	Academic & Science
Millipore Corporation	Business
MFC Industrial Ltd	Business
Monster In Law	Community
Music Is Life	Community
Multiple Instance Learning	Community
Malfunction Indicator Light	Computer Hardware
Medium Intensity Light	Computer Hardware
Module Interconnection Language	Computing
Mil Is Latin	Computing
Multimedia Integration Language	Computing
Management Information Library	Computing
Military Finance	Cryptocurrency
Mando India Limited	General
Moke International Limited	General
Materials of Institut Lavoisier	General
Materials Institut Lavoisier	General
MIL is listed	General
Minimum Indication Level	General
Maintenance Indication Light	General
Maui Interscholastic League	General
Multnomah Idea Lab	General
Marine Industries Limited	General
May I Leave??	General
Makt Inflytande Ledarskap	General
Media Integration Layer	General
Money In Line	General
Military Truck	General
Most Imprtent Line	General
Minimum Induced Loss	General
Mood Image Location	General
Make ill Lyrics	General
Materials of Institute Lavoisier	Governmental
Materials Institute Lavoisier	Governmental
Motion In Limine	Governmental
MILAK	Indian Railway Station
Movimiento Ibérico de Liberación	International
Mother In Law	Jobs
Thousandth of An Inch (=0.0254 Mm)	Measurement Unit
Map Imagery Laboratory	Medical
Millenium Innocent Love	Messaging
Master Incident List	Military and Defence
Military (often Used In Nomenclature of Specifications)	Military and Defence
Modern Indian Language	Regional
Microsoft Intermediate Language	Softwares
Monet Interface Language	Softwares
Matrox Imaging Library	Softwares
Gsfc Spaceflight Tracking and Data Network Station	Space Science
Military	Space Science
Malfunction Indicator Lamp	Space Science
Merritt Island	Space Science
Milwaukee Brewers	Sports
Military Groups	Web Technology