Questions tagged [prediction]

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1answer
138 views

Prediction with non-scalar output (label)

I have recently confronted with a (at least for me) new kind of ML problem, where the output of the model should be a vector/matrix (depending on the interpretation, but there is no difference ...
5
votes
2answers
8k views

Using RNN (LSTM) for predicting one future value of a time series

I have been reading several papers, articles and blog posts about RNNs (LSTM specifically) and how we can use them to do time series prediction. In almost all examples and codes I have found, the ...
81
votes
5answers
53k views

Time series prediction using ARIMA vs LSTM

The problem that I am dealing with is predicting time series values. I am looking at one time series at a time and based on for example 15% of the input data, I would like to predict its future values....
2
votes
1answer
5k views

Date prediction - periodic recurrence

If I have some data regarding the occurence of an event on a certain date and some other variables regarding it (think fe.: I have data on which dates it rained, and some addtitional data like ...
1
vote
0answers
40 views

Joint distribution of density forecasts

I have a panel data set and I have created a model and finally I have obtained some density forecasts. That is, I run my model for the $y_{it}$ and i obtain predictions for $\hat{y_{i,t+1}}$ , $\hat{...
1
vote
2answers
1k views

Running examples from scikit-learn tutorials

I am new to scikit-learn. I went through the examples given in the docs and I downloaded the script for recognizing images of hand-written digits. When I made the script to run on my laptop, I got the ...

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