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agamemnonc/lda_predict_proba_matlab

Created July 18, 2016 10:44
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Comparison of predicted probability for LDA classifier with MATLAB and sklearn
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lda_predict_proba_matlab
clear
load iris_dataset.mat % Load iris dataset (same order as in sklearn)
X = irisInputs';
[~, y] = max(irisTargets); y = y'; % Transform target
lda_clf = fitcdiscr(X,y,'DiscrimType','linear'); % Classifier
[~,post_probs] = predict(lda_clf,X); % Predicted probability for training data
disp(post_probs(52,:)) % Display predicted probability for datum 52
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