GameNetViz Final Report

نویسندگان

  • Neil Newman
  • Jason Hartford
چکیده

In complex machine learning models, it is often time-consuming and difficult for practitioners to see the intermediate computational sets that lead to the model’s solution. We present GameNetViz as system for visualising the intermediate computation sets in a complex behavioural game theory model. It leverages off a particularly useful property of the domain: the model repeatedly transforms small matrices and small vectors; while the model itself is highly parameterized and complicated, the intermediate outputs are low dimensional and simple. This allows direct visual encoding that is effective at showing all intermediate transformations in a single overview view, with further details available via tool-tips and linked-highlighting.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

GameNetViz: Infovis Proposal

Behavioural game theory aims to predict the behaviour of people as they interact strategically. Researchers in the field typically have two goals: explaining how observed behaviour deviates from perfect rational behaviour, and maximising predictive accuracy. The recent success of Deep Learning in prediction tasks [5] such as image recognition [4] and natural language processing [9] has shown th...

متن کامل

Evaluation of an evaluation

Introduction. Evaluation is a systematic way to improve and make more effective actions that involves procedures which are useful, feasible, ethical, and accurate. Common questions in all evaluations are: do all part of program do well and effective? What is the good functioning? Why the program or its parts do not work well? What are the effects and consequences of the program? Is this progra...

متن کامل

Gastritis Cystica Polyposa: Case Report

Endoscopic evaluation of a 51 year old woman, who had referred with a 6-months complaint of epigastric pain and fullness in the upper abdomen, demonstrated a large polyp in the greater curvature of the middle third of the stomach. The size of the pedunculated polyp was about 25 mm. Polypectomy was done by snar base and diluted epinephrine was injected submucosally and in to the stem and polyp r...

متن کامل

Proliferating Pilomatricoma: A Case Report and Review of Literature

Proliferating pilomatricoma is a distinctive rare variant of pilomatricoma first described in 1997.Very few cases of proliferating pilomatricoma have been reported in the literature until date. This report is a case of 65 years old male presenting with hard nodular lump on the right side of neck slowly increasing in size for the last 8 months. Wide excision of the lump was performed with clear ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2015