4:30 PM – AI and Machine Learning – Gamas

Today We Did

1. We created a Kaggle project that can predict cat and dog’s breed.

Homework

1. Modify predict function, extract the prediction accuracy from result. How to get the accuracy, get the index number from “tensor(3)”, means index 3 and get the accuracy from the last element of the list. To get index 3 out of tensor(3), you have to use ”

   breed_index = prediction[1].item()

2.  
   ('Bombay', tensor(3), tensor([1.9846e-03, 8.5111e-03, 1.3550e-02, 4.1458e-01, 6.4996e-04, 8.8210e-04, 4.0432e-01, 2.5348e-03, 2.2059e-02, 3.8750e-04, 1.4592e-02, 4.8519e-03, 1.2583e-04, 2.9019e-04, 1.2401e-03, 1.9319e-03, 6.6724e-05, 9.5905e-04, 1.7696e-03, 8.3719e-03, 4.0659e-03, 2.3159e-03, 1.2247e-02, 3.6509e-03, 1.5126e-02, 1.3389e-03, 1.5531e-03, 2.2940e-02, 2.7218e-03, 3.2357e-04, 1.7264e-03, 4.4403e-04, 1.1117e-02, 9.4806e-05, 2.5987e-04, 1.8149e-04, 1.6242e-02]))