license:mit size_categories:n<1K format:csv modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# KI_API_Classification_Dataset

tags: classification, machine learning, key API ki AI, security

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'KI_API_Classification_Dataset' contains texts that have been curated to evaluate the performance of a machine learning model in classifying documents based on the relevance to the keywords 'API KEY' and 'KI AI'. Each document has been manually labeled with one of two categories: 'Relevant' or 'Not Relevant'. The relevance is determined by the presence and context of 'API KEY' and 'KI AI' within the text. This dataset can be used to train and test natural language processing models for security and API key classification tasks.

**CSV Content Preview:**

```csv
Text,Label
"The API key for our AI service is generated securely and can be used to authenticate API calls.","Relevant"
"Knowledge inference in AI systems can significantly improve the understanding of complex data sets.","Not Relevant"
"Ensure the security of your API keys by implementing proper access controls.","Relevant"
"Inference engines are crucial for AI applications that require reasoning capabilities.","Not Relevant"
"The AI-powered security system uses API keys to control access to sensitive data.","Relevant"
```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'API KEY KI AI':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=API+KEY+KI+AI&dataset=KI_API_Classification_Dataset&tags=classification,+machine+learning,+key+API+ki+AI,+security
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
