## Abstract

**We evaluate KISTOS PLC prediction models with Active Learning (ML) and Sign Test ^{1,2,3,4} and conclude that the LON:KIST 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 Sell LON:KIST stock.**

**LON:KIST, KISTOS PLC, stock forecast, machine learning based prediction, risk rating, buy-sell behaviour, stock analysis, target price analysis, options and futures.**

*Keywords:*## Key Points

- What are buy sell or hold recommendations?
- Operational Risk
- How do you decide buy or sell a stock?

## LON:KIST Target Price Prediction Modeling Methodology

We consider KISTOS PLC Stock Decision Process with Sign Test where A is the set of discrete actions of LON:KIST 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 Î³ ∈ [0, 1] is a move factor for expectation.^{1,2,3,4}

F(Sign Test)

^{5,6,7}= $\begin{array}{cccc}{p}_{\mathrm{a}1}& {p}_{\mathrm{a}2}& \dots & {p}_{1n}\\ & \vdots \\ {p}_{j1}& {p}_{j2}& \dots & {p}_{jn}\\ & \vdots \\ {p}_{k1}& {p}_{k2}& \dots & {p}_{kn}\\ & \vdots \\ {p}_{n1}& {p}_{n2}& \dots & {p}_{nn}\end{array}$ X R(Active Learning (ML)) X S(n):→ (n+8 weeks) $\begin{array}{l}\int {r}^{s}\mathrm{rs}\end{array}$

n:Time series to forecast

p:Price signals of LON:KIST 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:KIST Stock Forecast (Buy or Sell) for (n+8 weeks)

**Sample Set:**Neural Network

**Stock/Index:**LON:KIST KISTOS PLC

**Time series to forecast n: 06 Sep 2022**for (n+8 weeks)

**According to price forecasts for (n+8 weeks) period: The dominant strategy among neural network is to Sell LON:KIST 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

KISTOS PLC assigned short-term B2 & long-term B2 forecasted stock rating.** We evaluate the prediction models Active Learning (ML) with Sign Test ^{1,2,3,4} and conclude that the LON:KIST 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 Sell LON:KIST stock.**

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

Rating | Short-Term | Long-Term Senior |
---|---|---|

Outlook* | B2 | B2 |

Operational Risk | 83 | 52 |

Market Risk | 45 | 43 |

Technical Analysis | 73 | 77 |

Fundamental Analysis | 42 | 40 |

Risk Unsystematic | 33 | 56 |

### Prediction Confidence Score

## References

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## Frequently Asked Questions

Q: What is the prediction methodology for LON:KIST stock?A: LON:KIST stock prediction methodology: We evaluate the prediction models Active Learning (ML) and Sign Test

Q: Is LON:KIST stock a buy or sell?

A: The dominant strategy among neural network is to Sell LON:KIST Stock.

Q: Is KISTOS PLC stock a good investment?

A: The consensus rating for KISTOS PLC is Sell and assigned short-term B2 & long-term B2 forecasted stock rating.

Q: What is the consensus rating of LON:KIST stock?

A: The consensus rating for LON:KIST is Sell.

Q: What is the prediction period for LON:KIST stock?

A: The prediction period for LON:KIST is (n+8 weeks)