r - 与特定数据集一起使用哪个R函数？(Which R function to use with a specific dataset?)

Question

I'm new with statistics and R-studio so if there's anyone among you who can help through this, they will save me.

(我是统计和R-studio的新手，所以如果你们当中有人可以帮助您解决这些问题，他们会救我。)

I have a data file containing data on whether two algorithms for deep learning model successfully solved a given task, and the number of parameters in each variant of the algorithm.

(我有一个数据文件，其中包含有关两种深度学习模型算法是否成功解决了给定任务以及该算法每个变体中的参数数量的数据。)

It is clear that increasing the number of parameters increases the chance of success.

(显然，增加参数数量会增加成功的机会。)

The data file looks like this (but of course there are more data):

(数据文件如下所示（但是当然还有更多数据）：)

"success" "type" "parameters"

(“成功”“类型”“参数”)

0 "algorithm1" 12720

(0“ algorithm1” 12720)

0 "algorithm1" 10995

(0“ algorithm1” 10995)

...

(...)

1 "algorithm2" 19458>

(1个“ algorithm2” 19458>)

I need to:

(我需要：)

• figure out whether one of the algorithms is better, controlling for the number of parameters, and explain how I determined this.

  (找出其中一种算法是否更好，控制参数数量，并解释我如何确定这一点。)

• dermine at which number of parameters does each of the algorithms have a 50% chance of succeeding and explain how I calculated this.

  (确定每种算法在哪种参数数量下成功的可能性都为50％，并解释了我如何计算的。)

Thank you for your help :)

(谢谢您的帮助 ：）)

  ask by Elena Zambon translate from so

Answer 1

等待大神答复