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Support Vector Machine Regression Predict

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TOMMASO BERTOCCHI
TOMMASO BERTOCCHI on 2 Mar 2021
I have this Airlines dataset. I used 11 yers for training and 1 for testing.
Once i've chosen and trained the model (using fitrsvm, predict...), suppose that i need to predict the next 3 months how can i do?
Probably it's a dumb question, but i can't figure out.
Thanks.

Answers (1)

Iuliu Ardelean
Iuliu Ardelean on 2 Mar 2021
Edited: Iuliu Ardelean on 2 Mar 2021
Hey
You could try:
numTrainPoints = 100; % Let's say you want 100 train points
dtrain = d(1:numTrainPoints, 1:(A-af); % select first 100 points for training
model = fitrsvm(dtrain, dresponse); % fit model to train data
dtest = d(numTrainPoints:end, 1:(A-af); % select the rest for testing
predictedPassengers = predict(model, dtest); % test
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TOMMASO BERTOCCHI
TOMMASO BERTOCCHI on 3 Mar 2021
it works only with numTrainpoints = 12, but it gaves the same result of the benigging
numTrainPoints = 12;
dtrain = d(1:numTrainPoints, 1:(A-af)); % select first points for training
model = fitrsvm(dtrain, dresponse); % fit model to train data
dtest = d(1:numTrainPoints, 1:(A-af)); % select the rest for testing
predictedPassengers = predict(model, dtest); % test
because it's the same code dtest result the same of dtrain

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