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
---

# MLConceptClassifier

tags: machine learning, classification, hackernow

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

**Dataset Description:**

The 'MLConceptClassifier' dataset is designed to assist an ML practitioner in training a model to differentiate between machine learning-related posts and regular, non-technical topics. The dataset comprises of text from HackerNews posts, with each entry being labeled according to its relevance to AI/ML concepts or general content. The labels are generated to be descriptive yet distinct from the keywords, ensuring the model learns to classify based on the context and content rather than the specific terms. Invented names for machine learning tools are included to add diversity and complexity to the dataset. The dataset aims to cover a wide range of topics, including demonstrations, libraries, new research papers on arXiv, and a variety of everyday topics.

**CSV Content Preview:**

```csv
Title,Text,Label
"New Demo: QuickSort - ML.AI","The QuickSort demo, utilizing quicksort algorithm for ML.AI library, showcases efficient data sorting techniques in machine learning applications.","ML_Demo"
"Latest Trends in Deep Learning","In-depth analysis of the latest deep learning trends in AI. This article discusses the emerging techniques in deep learning and their potential impact on AI development.","ML_Research"
"Innovative ML Toolkit - DataWiz","Introducing DataWiz, an innovative machine learning toolkit designed to streamline data processing and analysis tasks. With its intuitive interface and robust features, DataWiz is poised to revolutionize the ML toolkit landscape.","ML_Tool_Invented"
"Celebrity Diet: Keto and Paleo in 2023","Celebrity chefs share their insights on the latest trends in dieting, focusing on the popular Keto and Paleo diets. Discover what makes these diets popular and how they can impact your health.","General_Content"
"AI Breakthrough: New ML Model for Image Recognition","A recent breakthrough in machine learning, featuring a new model that significantly improves image recognition capabilities. This advancement could have major implications for AI research and development.","ML_Research"
"Understanding Quantum Computing for ML","An exploration of how quantum computing could revolutionize machine learning. This article delves into the potential of quantum algorithms in solving complex ML problems.","ML_Research"
```

Note: The dataset provided above is a plausible preview of what the 'MLConceptClassifier' dataset might look like. It is essential to have a diverse and comprehensive set of data to train a reliable classification model effectively. The 'Label' column ensures clear distinction between machine learning-related posts and general content, thereby serving the purpose of the query effectively.

**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 'The goal it to classify posts about machine learning specific concepts versus posts about regular and non-technical topics, difficult, research oriented, AI/ML concepts can be about a demo, a library or a new research paper on arxiv, it should also contain invented names for ML tools. The other regular topics can be about anything form day to day lives to news to business articles. More details: topic classification, hackernews posts':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=The+goal+it+to+classify+posts+about+machine+learning+specific+concepts+versus+posts+about+regular+and+non-technical+topics,+difficult,+research+oriented,+AI/ML+concepts+can+be+about+a+demo,+a+library+or+a+new+research+paper+on+arxiv,+it+should+also+contain+invented+names+for+ML+tools.+The+other+regular+topics+can+be+about+anything+form+day+to+day+lives+to+news+to+business+articles.+More+details:+topic+classification,+hackernews+posts&dataset=MLConceptClassifier&tags=machine+learning,+classification,+hackernow
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
