---
title: "AI-Data Analytics  Model prediction of baseball index in Game"
id: "13172"
type: "portfolio-case-study"
slug: "ai-data-analytics-model-prediction-of-baseball-index-in-game"
published_at: "2024-09-24T07:32:48+00:00"
modified_at: "2024-09-24T07:32:48+00:00"
url: "https://hblabgroup.com/case-study/ai-data-analytics-model-prediction-of-baseball-index-in-game/"
markdown_url: "https://hblabgroup.com/case-study/ai-data-analytics-model-prediction-of-baseball-index-in-game.md"
excerpt: " "
taxonomy_category_industries:
  - "Game"
taxonomy_services:
  - "Al Solution"
---

# AI-Data Analytics Model prediction of baseball index in Game

Japanese Technology Company in the field of Game, Sport DX, AI & Marketing

- [Al Solution](https://hblabgroup.com/services/al-solution/)

![AI-Data Analytics Model prediction of baseball index in Game](https://hblabgroup.com/wp-content/uploads/2024/09/HBLAB-portfolio.png)

## Challenges

The developing game on the baseball team management simulation **lacks reality experiences** in the content because there is no information to predict and simulate the development and change of the team in 1, 2 years.

## HBLAB's Solutions

1. Statistics of baseball teams in 3 years time

2. Building simulation models of up-down trends of baseball players

- **Basis information**: age, competition record, current running speed, technical score, fitness score.
- **Assessments and predictions**: Running speed, technical score, fitness score in the following year.

3. Applying Model AI technology on game to c**reate genuine experience for gamers**.

## Project details

- Used Technologies Random forest, XGboost
- Development Team 1 AI engineer
- Duration 2.5 months

## Results

The game has now reached **10,000 players** in Japan.

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