Reverse Sentiment Classifier

€3.00

At A Peace of a Mind, our Reverse Sentiment Classifier demonstrates a fundamental truth in AI: by simply reversing the labels, the model produces the same outcomes, highlighting that neither the data nor the algorithm possess awareness to question logic. This simple classifier serves as a clear example that artificial intelligence operates purely on patterns without consciousness. Through this transparency, we aim to bridge the gap between complex data science concepts and everyday understanding.

The file contains

Sentiment_Reverse.ipynb: where the labels were reversed

Sentiment_Classifier.ipynb: containing the Logistic Regression model

Prediction_Comparison.ipynb: set up to output Sankey diagrams used in the blog.

train/test.csv: the raw data while *_full.csv adds the columns from Sentiment_Reverse.ipynb
pred_*.csv : contains the outputs from Sentiment_Classifier.ipynb
Claude.md : a ReadMe file to use with Claude-Anthropic.

Reverse Sentiment Classifier

File Specs