-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathstats.html
20 lines (14 loc) · 900 Bytes
/
stats.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
<b><i>What are these stats?</i></b>
We calculate three statistics based on hourly data.
<br>
<br>
<img src="PCC.png" width = "200px" align = "right">
<b>Pearson correlation coefficient</b> is the measurement of the strength of the relationship between two variables and their association with each other. It takes a value between -1 and 1, and the value further away from 0, the stronger the two variables are related.
<br>
<br>
<img src="bias.jpg" width = "100px" align = "right">
<b>Bias</b> represents the average difference between the two datasets for each data point. The smaller the bias, the closer the data are to each other.
<br>
<br>
<img src="RMSE.jpg" width = "120px" align = "right">
<b>Root Mean Squared Error (RMSE)</b> is defined as the square root of the average squared error. RMSE is heavy on the largest errors. The smaller the RMSE, the closer the data are to each other.