Input
Output
Evaluation Input Image

What would be the ideal complexity of the curve which can beused for separating the two classes shown in the image below?<image 1>



(A) Linear


(B) Quadratic


(C) Cubic


(D) insufficient data to draw conclusion


Answer with the option's letter from the given choices directly. No punctuation.


A


Difficulty: Easy

Subfield: Artificial Intelligence


Explanation: For the 2D data points shown in the figure, the distribution of the data suggests that the ideal complexity of the curve used for separating the two classes is quadratic. A linear boundary would result in a large number of miss-classifications, whereas a third degree curve would not do any better than the quadratic.

Evaluation

Evaluation ID
45d91c48-2ae0-49a4-b780-abe8b7d2d77e
Created
February 21, 2024
Raw Output
{
  "id": "gen-2b4yI792kHfxIzW2tZwe4JanDnhO",
  "model": "google/gemini-pro-vision",
  "choices": [
    {
      "message": {
        "role": "assistant",
        "content": " A"
      },
      "finish_reason": "STOP"
    }
  ],
  "object": "chat.completion",
  "created": 1708555998,
  "usage": {
    "prompt_tokens": 1312,
    "completion_tokens": 4,
    "total_tokens": 1316
  }
}