Precision

Confusion Matrix Made Easy: Accuracy, Precision, Recall & F1-Rating

we cope with classification algorithms in machine learning like Logistic Regression, K-Nearest Neighbors, Support Vector Classifiers, etc., we don’t use evaluation metrics like Mean Absolute Error (MAE), Mean Squared Error (MSE) or Root...

Recent AI system uncovers hidden cell subtypes, boosts precision medicine

In an effort to produce effective targeted therapies for cancer, scientists have...

Fairness Pruning: Precision Surgery to Reduce Bias in LLMs

a brand new model optimization method may be difficult, however the goal of this text is crystal clear: to showcase a pruning technique designed to not make models smaller, but to make them...

Midjourney v7 Introduces Enhanced Image Quality and Precision Reference

Good morning. It’s Friday, May 2nd.On this present day in tech history: 2000: President Bill Clinton announced that accurate GPS access would not be restricted to the U.S. military You read. We listen. Tell...

The Mystery Behind the PyTorch Automatic Mixed Precision Library

Data Format Fundamentals — Single Precision (FP32) vs Half Precision (FP16)Now, let’s take a more in-depth take a look at FP32 and FP16 formats. The FP32 and FP16 are IEEE formats that represent floating...

Precision home robots learn with real-to-sim-to-real

At the highest of many automation wish lists is a very time-consuming...

A Business Lens on Precision and Recall

Social media spam as a case studyImagine we’re launching a competitor to TikTok and Instagram. (Forget that they've 1.1 billion and 2 billion monthly lively users, respectively; we’re feeling ambitious!) Our key differentiator on...

AI copilot enhances human precision for safer aviation

Imagine you are in an airplane with two pilots, one human and...

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