1. A student wants to know the effect of 2 parameter settings (Number of iterations and learning rate) on the computation time of an algorithm. Experiments were carried out by trying 3 different values for each parameter, then seeing the response to computation time. If we know the experimental results as shown in the following figure, what information can we get? Boxplot of Speed (sec) Boxplot of Speed (sec) 0,8- 0,8- 0,7- 0,7- 0,6- 0,6- 0,5- 0,5- 0,4- 0,4- 0,3- 0,3- 0,2- 0,2 500 1000 1500 0,05 0,50 learning rate 0,95 Niteration Speed (sec) (bes) paads

MATLAB: An Introduction with Applications
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Author:Amos Gilat
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1. A student wants to know the effect of 2 parameter settings (Number of iterations and learning
rate) on the computation time of an algorithm. Experiments were carried out by trying 3
different values for each parameter, then seeing the response to computation time. If we know
the experimental results as shown in the following figure, what information can we get?
Boxplot of Speed (sec)
Boxplot of Speed (sec)
0,8
0,8-
0,7
0,7-
0,6
0.6
0,5
0,5-
0,4
0,4-
0,3
0,3-
0,2
0,2-
0,50
learning rate
500
1000
1500
0,05
0,95
Niteration
Speed (sec)
Transcribed Image Text:1. A student wants to know the effect of 2 parameter settings (Number of iterations and learning rate) on the computation time of an algorithm. Experiments were carried out by trying 3 different values for each parameter, then seeing the response to computation time. If we know the experimental results as shown in the following figure, what information can we get? Boxplot of Speed (sec) Boxplot of Speed (sec) 0,8 0,8- 0,7 0,7- 0,6 0.6 0,5 0,5- 0,4 0,4- 0,3 0,3- 0,2 0,2- 0,50 learning rate 500 1000 1500 0,05 0,95 Niteration Speed (sec)
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