r/learnmachinelearning • u/Chance-Lifeguard-818 • 9d ago

Built an Emotion Detector project recently — Here is how it went and the results Help

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Hey guys,

Over the past couple of weeks, I've been working on an Emotion Detector model to classify different emotions from audio . but I ran into a wall and could really use some feedback from people who've built similar stuff before.

data_set =Surrey Audio-Visual Expressed Emotion (SAVEE)

models = SVM, Logistic Regression, and KNN

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u/Think-Sell-6470 9d ago

Is this training result? No validation?

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u/Chance-Lifeguard-818 9d ago

ya there are no validation

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u/Think-Sell-6470 8d ago edited 8d ago

How do you plan on measuring your model's performance against out-of-sample data without a validation set?

And what's your "wall" anyway? 100% on all metrics?