Training

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Eintrag vom: 04.10.2013.

I have heard of the terms "training" and "test error" in the context of classification quite often but I am not sure I know what they mean.

 

Training Score: How the model generalized or fitted in the training data. If the model fits so well in a data with lots of variance then this causes over-fitting. This causes poor result on Test Score. Because the model curved a lot to fit the training data and generalized very poorly. So generalization is the goal.

 

I would use Corp Trng (well actually I wouldn't since it looks so ugly but "trng" is one of the most popular abbreviations for "training"). Here are others from this page: Trng: Training T: Training Tng: Training Trg: Training TG: training Tr: training TRA: Training Train: Training

 

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If your shuffled data happens to include a cluster of related strongly-featured observations your model's initial training can skew badly toward those features -- or worse toward incidental features that aren't truly related to the topic at all. Warm-up is a way to reduce the primacy effect of the early training examples. Without it you may ...

 

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I divide my data for 70% training and 30% test. When I get to run 10 fold cross-validation I get 10 accuracies that I can take the average/mean of. should I call this mean as validation accuracy? Afterward I test the model on 30% test data and get Test Accuracy. In this case what will be training accuracy? And which two accuracies should I ...

 

Yeah in training not on. If you were on traning you would be using the word on as expressing an action like you were literally on training like "that boy is on drugs" but if we are involved in something or doing something it would be in "i am in bed" "i am in training"

 

However if the "training" in question were the sort of training that an athlete does before a competition I would say that this sort of training is not a noun but a gerund form like "dancing" and is therefore not to be counted or pluralized; to make it a noun I would talk about the training as divided into sessions and the duration of these ...

 

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