Unearned premium risk and machine learning techniques

Machine Learning Techniques

Towards Practical Machine Learning Techniques

Most research on the application of machine learning to engineering problems have solved artiicial problems. While research claimed to have reached results that would improve practice, these results have never been put to work by engineers themselves in solving their problems. A diierent approach of doing research on machine learning application is presented and a system design that may result ...

Machine Learning for NLP: Supervised learning techniques

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ....

Machine Learning for NLP: Unsupervised learning techniques

• So far we have seen supervised learning (of classification): – learning based on a training set where labelling of instances represents the target (categorisation) function – classifier implements an approximation of the target funtion – outcome: a classification decision • Unsupervised learning: – learning based on unannotated instances; – outcome: a grouping of objects (instances and groups...

Machine Learning: Techniques and Recent Developments

The use of expert systems is becoming more and more widespread, making the need for appropriate machine learning techniques more acute to help ease the knowledge aquisition bottleneck. Additionally, the increasing number of large databases ooers a vast potential for the automatic generation of new knowledge by machines and its communication to people in a comprehensible form. In response to the...