Automatic Document Profiling (ADP) 2.0 has been introduced in eZReview which supports “Continuous Active Learning (CAL)”. The ADP 2.0 introduces continuous ranking and continuous learning that brings greater amount of savings in review cost and time and meantime making the review process smooth and streamlined.

In CAL, the judgments made by the reviewer while reviewing the document set are continuously fed back to the system from which it can ‘learn’ and continuously rank the remaining documents based on the judgments. When the reviewer gets the next batch, the documents based on latest continuous ranking are presented. Thus reviewers get efficiently ranked documents every time that improve the review process and result in higher recall rates.

Two new options like Top Ranked and Uncertain introduced in ADP 2.0 will help in regular feeding by machine of highest ranked documents by primary tag or of documents about which the model is not certain to make a definitive ranking respectively while creating seed and training set.

Continuous Active learning in ADP 2.0 will help the machine predict and classify the documents accurately. Continuous Active learning will help in informed classification of documents where there is uncertainty as machine is able to learn from huge pool of examples in the responsiveness spectrum. The machine will be able to better predict how to exactly differentiate between responsive and nonresponsive documents.

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Terms and Conditions

Terms and conditions for training courses

I will abide to follow following terms and conditions once registering a course with Institute of Forensic Science, Gujarat Forensic Sciences University in association with Capital Novus,

1. Face-to-face courses normally run with a suitable minimum of participants. Should a course be cancelled because of shortage of participants, you will be offered a place on an alternative course or a full refund of fees paid.
2. Confirm that you are willing to participate fully in the course.
3. Agree to pay the relevant fees.
4. Agree not to distribute the work or material or lecture notes or any other related to this course (online or hard copy) without permission in written from Institute of Forensic Science, Gujarat Forensic Sciences University.
5. Agree to take full responsibility for your actions and opinions.
6. Confirm that you have, or are willing to secure access to, relevant materials where the course necessitates this.
7. All courses must be completed within stipulated time decided by the Institute of Forensic Science, Gujarat Forensic Sciences University and if fail to complete within stipulated time or fail to attend regular theory and / or practical session , admission will be cancelled and to continue, fees need to be paid.
8. Refunds will not be payable after a course has been started.
9. While registering the course, candidate must provide an accurate and complete postal address, contact telephone number and e-mail address. We may refuse or cancel your enrolment if you do not supply these. Your details will not be used for any purpose other than the efficient and effective running of Real Group Ltd.
10. If circumstances arise that are beyond our control, it may be necessary from time to time to change/cancel course dates, content, venues and prices from those published. Whilst we will make every effort to transfer your booking to the next available course at your preferred venue, it should be noted that we will not be held liable for any costs/losses incurred as a result of any such changes. If we are no longer able to provide your course, we will ask you to return any course materials to us (at our expense) in the condition as originally delivered to you and refund to you any fees paid to date when we receive the materials as required.
11. The majority of correspondence with and from Real Group Ltd is conducted electronically using e-mail and web-based protocols. Your details will be added automatically to our database. Your details will not be passed to any third party without your permission, unless requested by law or a similar authority.

Institute of Forensic Science, Gujarat Forensic Sciences University in association with Capital Novus reserves the rights to change or amendment in the terms and conditions from 01 to 11 time to time and I agree to abide same