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We know that baseball game stays the same and it is the player that changes in a positive way when they get more experience and in a negative way when they get older. Therefore, this study will be interested in using the neural network and machine learning to train artificial neural networks to predict when this will happen and determine if something can be done to improve and prolong by analyzing the patterns in the player's data. The researcher will involve artificial neural networks that can evaluate multiple inputs like reaction time, speed, focus target and competition which is lacking in today’s literature, hence becoming a research gap that this study intends to fill.
In what ways can machine learning and neural network be used to train artificial artificial neural networks in baseball to improve and prolong a players’ experience by analyzing the patterns in the player’s data?
To find out we are running a Digital World Series Championship for data analysis using our unique app. The research hypothesis for this study will assume that artificial neural network model used in conjunction with our simulator, will be able to make a determination or prediction of the brain's connectivity and nervous system degeneration or improvements since the inputs coming in from a user are in form of a simple reaction time test with competition stimulus, randomizes speed changes and counts when the focus target is achieved.
The target population the research will carry out the study will include athletes, baseball fans and healthy individuals. The study sample will be on 10,000 individuals that will receive a private invitation to download the app. A minimum of 50 games will be required to entered the leaderboard.
Data Collection Technique
Our simulator is based on a baseball game concept where the main screen features a counter that starts at 0 and rapidly goes all the way to 100s. The counter stops when the phone screen is tapped or the web application is clicked. The user’s goal is to stop the counter between 97 and 100 to score. 97= single, 98= double, 99= triple, 100= home run and everything else is an out. The researcher will use a real-time app to conduct a simple real-time test. This app started as a sports fantasy app and changes have been made on its speed to simulate fastball, curveball, etc.