https://github.com/deva-246/apo-agriculture-production-optimizer

Using Kmeans clustering and Logistic Regression Algorithm
https://github.com/deva-246/apo-agriculture-production-optimizer

kmeans-clustering-algorithm logistic-regression machine-learning machinelearning-python python3 recomendation-system

Last synced: 3 months ago
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Using Kmeans clustering and Logistic Regression Algorithm

• Host: GitHub
• URL: https://github.com/deva-246/apo-agriculture-production-optimizer
• Owner: deva-246
• Created: 2023-09-13T15:05:13.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-09-14T04:10:15.000Z (almost 2 years ago)
• Last Synced: 2025-01-27T06:43:54.957Z (5 months ago)
• Topics: kmeans-clustering-algorithm, logistic-regression, machine-learning, machinelearning-python, python3, recomendation-system
• Homepage:
• Size: 2.93 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
#APO Agriculture-Production-Optimizer

Using Kmeans clustering and Logistic Regression Algorithm

**Visualization Results**

![image](https://github.com/deva-246/Agriculture-Production-Optimizer/assets/75877347/cbd13751-4d6b-4bf3-9262-26ebf82b0345)

Distribution of agricultural conditions

![image](https://github.com/deva-246/Agriculture-Production-Optimizer/assets/75877347/e56a0070-23d0-4ed2-95c9-bd0cf47615ac)

Determining the value of n_clusters as 4 from elbow method to support the implementation of K-means clustering algorithm.

![image](https://github.com/deva-246/Agriculture-Production-Optimizer/assets/75877347/c1d2f24c-e3ec-4ddb-945c-3ace0805f588)

Result of the Agricultural crop optimizer model.