Sentence examples for over fit from inspiring English sources

Increasing the number of neurons in the hidden layer, the network gets an over fit, that problem has to be resolved.

Performance function will cause the network to have smaller weights and biases, and this will force the network response to be smoother and less likely to over fit (Demuth and Beale 2002).

Given the same training data and same model structure, using the solar terms with 24 levels is more likely to over fit the data than using the month with 12 levels.

This weaker correlation was expected as full-models may contain irrelevant and highly correlated variables which directly influence the models predictive power by causing them to over fit the training sets.

First, the sample size is small which tend to over fit the predictive model to the data and spuriously overestimate associations between factors and outcome [ 55].

However, considering that the optimization process in benchmarking could over fit the data, we let MULTICOM use the consensus rankings of both the 6 selected QA methods and all 14 QA methods.

There were a few faulty models that were either based off of one economic variable or over-fit to match past results.

But sometimes, it can also over-fit the training data.

With larger cost parameter value, CRF tends to over-fit to the given training corpus.

Traditional neural network approaches have suffered difficulties with generalization, producing models that over-fit the data.

If (R^{2} - q_{cv}^{2} > 0.3,) then this may indicate that the established model is over-fit [43].