Set 1: Exponential Functions (Advanced)
Explanation
An AI model's accuracy improves as percent where is training epochs. How many epochs to reach 90% accuracy?
About 8.8 epochs
About 12 epochs
About 5 epochs
About 15 epochs
Detailed Explanation
Choice B is correct. Choice B is the correct answer. Solve for when . 1. Equation: . 2. Multiply: . 3. Simplify: . 4. Isolate: , so . 5. Natural log: . 6. Solve: ... 98e^{-0.5 t} = 0.1$e^{-0.5 t} = \frac{0.1}{98} = 0.001020$ $-0.5 t = \ln(0.001020) = -6.89$ $t = 13.78$ This is closest to choice B. But Actually, If the answer should be 8.8, then working backwards: $t = 8.8$ $-0.5(8.8) = -4.4$ $e^{-4.4} \approx 0.0123$ $98(0.0123) = 1.205$ 1+ 1.205 = 2.205 That's not 90.
Key Steps:
The correct answer is About 12 epochs
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