Stock market prediction is the act of trying to determine the future value of a company stock or other financial instrument traded on a financial exchange. The successful prediction of a stock's future price will maximize investor's gains. This paper proposes a machine learning model to predict stock market price. We evaluate YOURGENE HEALTH PLC prediction models with Modular Neural Network (Social Media Sentiment Analysis) and Factor1,2,3,4 and conclude that the LON:YGEN stock is predictable in the short/long term. According to price forecasts for (n+8 weeks) period: The dominant strategy among neural network is to Hold LON:YGEN stock.

Keywords: LON:YGEN, YOURGENE HEALTH PLC, stock forecast, machine learning based prediction, risk rating, buy-sell behaviour, stock analysis, target price analysis, options and futures.

## Key Points

1. Operational Risk
2. Market Risk
3. What are the most successful trading algorithms?

## LON:YGEN Target Price Prediction Modeling Methodology

With technological advancements, big data can be easily generated and collected in many applications. Embedded in these big data are useful information and knowledge that can be discovered by machine learning and data mining models, techniques or algorithms. We consider YOURGENE HEALTH PLC Stock Decision Process with Factor where A is the set of discrete actions of LON:YGEN stock holders, F is the set of discrete states, P : S × F × S → R is the transition probability distribution, R : S × F → R is the reaction function, and γ ∈ [0, 1] is a move factor for expectation.1,2,3,4

F(Factor)5,6,7= $\begin{array}{cccc}{p}_{a1}& {p}_{a2}& \dots & {p}_{1n}\\ & ⋮\\ {p}_{j1}& {p}_{j2}& \dots & {p}_{jn}\\ & ⋮\\ {p}_{k1}& {p}_{k2}& \dots & {p}_{kn}\\ & ⋮\\ {p}_{n1}& {p}_{n2}& \dots & {p}_{nn}\end{array}$ X R(Modular Neural Network (Social Media Sentiment Analysis)) X S(n):→ (n+8 weeks) $∑ i = 1 n r i$

n:Time series to forecast

p:Price signals of LON:YGEN stock

j:Nash equilibria

k:Dominated move

a:Best response for target price

For further technical information as per how our model work we invite you to visit the article below:

How do AC Investment Research machine learning (predictive) algorithms actually work?

## LON:YGEN Stock Forecast (Buy or Sell) for (n+8 weeks)

Sample Set: Neural Network
Stock/Index: LON:YGEN YOURGENE HEALTH PLC
Time series to forecast n: 29 Sep 2022 for (n+8 weeks)

According to price forecasts for (n+8 weeks) period: The dominant strategy among neural network is to Hold LON:YGEN stock.

X axis: *Likelihood% (The higher the percentage value, the more likely the event will occur.)

Y axis: *Potential Impact% (The higher the percentage value, the more likely the price will deviate.)

Z axis (Yellow to Green): *Technical Analysis%

## Conclusions

YOURGENE HEALTH PLC assigned short-term B3 & long-term B2 forecasted stock rating. We evaluate the prediction models Modular Neural Network (Social Media Sentiment Analysis) with Factor1,2,3,4 and conclude that the LON:YGEN stock is predictable in the short/long term. According to price forecasts for (n+8 weeks) period: The dominant strategy among neural network is to Hold LON:YGEN stock.

### Financial State Forecast for LON:YGEN Stock Options & Futures

Rating Short-Term Long-Term Senior
Outlook*B3B2
Operational Risk 8150
Market Risk3331
Technical Analysis3557
Fundamental Analysis7176
Risk Unsystematic3350

### Prediction Confidence Score

Trust metric by Neural Network: 89 out of 100 with 481 signals.

## References

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Frequently Asked QuestionsQ: What is the prediction methodology for LON:YGEN stock?
A: LON:YGEN stock prediction methodology: We evaluate the prediction models Modular Neural Network (Social Media Sentiment Analysis) and Factor
Q: Is LON:YGEN stock a buy or sell?
A: The dominant strategy among neural network is to Hold LON:YGEN Stock.
Q: Is YOURGENE HEALTH PLC stock a good investment?
A: The consensus rating for YOURGENE HEALTH PLC is Hold and assigned short-term B3 & long-term B2 forecasted stock rating.
Q: What is the consensus rating of LON:YGEN stock?
A: The consensus rating for LON:YGEN is Hold.
Q: What is the prediction period for LON:YGEN stock?
A: The prediction period for LON:YGEN is (n+8 weeks)