Questions tagged [rmse]
The rmse tag has no usage guidance.
6
questions
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0answers
23 views
Which error metric is good for measuring accuracy
I am estimating water depth with satellite data (predicted value) and would like to validate my result using bathymetry lidar data collected on the field and believed to be more accurate (observed ...
0
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1answer
14 views
Perform bootstrapping of an ordinary linear regression model, using B=100 bootstrap resamples of my dataset, and getting RMSE
So Im studying machine learning through R, and Im working with the boston data set from the library MASS. I am practicing bootsrapping. I already carried out analysis to determine how ,many distinct ...
0
votes
1answer
33 views
What could be the reason of having a lower RMSE than MAE?
I used some machine learning algorithms in my dataset and I found that my RMSE goes low than the MAE. What are the most common reasons for that type of typical scenario. Since from my understanding ...
1
vote
0answers
101 views
TensorFlow 2: Find MAE, RMSE for validation dataset in time-series LSTM
TensorFlow 2 "Time series forecasting tutorial" (https://www.tensorflow.org/tutorials/structured_data/time_series#recurrent_neural_network) gives an example of a LSTM multi-step prediction model that ...
2
votes
0answers
52 views
Confused about the MSE ERROR
I am created a random forest regressor and calculate my own error. I want also to calculate MAE, MSE and RMSE to compare my results to similar usecases. But the results of the MAE, MSE, RMSE are ...
1
vote
3answers
109 views
What is the difference between an RMSE and RMSLE (logarithmic error)? [closed]
RMSE vs RMSLE
Root Mean Squared Error (RMSE) and Root Mean Squared Logarithmic Error (RMSLE) both are the techniques to find out the difference between the values predicted by the machine learning ...
