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US 2016/0239746 A1Published application
System and methods for predicitng probable probable relationships between items
AssigneeUniversity of Massachusetts
InventorHong Yu
Life of this patent
Estimating the term…
Abstract
The present invention relates generally to identifying relationships between items. Certain embodiments of the present invention are configurable to identify the probability that a certain event will occur by identifying relationships between items. Certain embodiments of the present invention provide an improved supervised machine learning system.
Claims20
A system for automatically generating quality hypotheses, comprising:
- a processor:
- a main memory in communication with said processor via a communication infrastructure and storing instructions that, when executed by said processor, cause the processor to:
- access a collection including at least two or more information items;
- develop a training set from the at least two or more information items in the collection;
- analyze the training set;
- produce a classifier element;
- establish an evaluation set of information items;
- apply the classifier element to the evaluation set;
- and
- deliver an output regarding likelihood of interaction between the information items in the evaluation set, thereby identifying experiments likely to provide positive information, and thereby generate quality hypotheses.
7 more elements
A system for automatically generating quality hypotheses, comprising:
- a processor;
- a main memory in communication with said processor via a communication infrastructure and storing instructions that, when executed by said processor, cause the processor to:
- form a collection including at least two or more information items;
- develop a training set from the at least two or more information items in the collection;
- analyze the training set;
- produce a classifier element;
- establish an evaluation set of information items;
- apply the classifier element to the evaluation set;
- and
- deliver an output regarding likelihood of interaction between the at least two or more information items in the evaluation set, thereby identifying experiments likely to provide positive information, and thereby generate quality hypotheses.
7 more elements
Dependencies are inferred from the claim text.