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However, interpretability of model predictions to discover a possible mode of action of the query compound is often demanded, e.g., by the OECD guidelines for valid (Q SAR models [3].

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This section aims to demonstrate the benefit of using a numerical investigation to support theoretical prediction and to discover new interesting pattern of the zeros of the poly-tangent polynomials (T_{n,q}^{ k)}(x)).

Similarities have been noticed in 73% of the RNAz predictions to ESTs discovered in other organisms than pig.

Although an elevated PVL is currently the best characterized factor associated with a high risk of ATL development, a high PVL alone is not sufficient for disease prediction, suggesting the need to discover additional predictive factors [ 10, 11].

Our story begins on May 8th, when the Tories, contrary to all predictions and polls, awoke to discover that they had won an outright majority in the general election.

Three machine learning methods (support vector machines, neural networks and decision trees) along with multiple linear regression are used to develop prediction models in order to discover the underlying relationship between the overall eLearning system usability and its predictor factors.

Earlier, government scientists had used the same estimates — made by a computer program known as the System for Prediction of Environmental Emergency Dose Information, or Speedi — to discover that plumes that had been blowing eastward from the plant out to sea were starting to head inland, in a northwesterly direction.

When compared with above-mentioned sequence-based servers, our model yields the best performance.> To discover the prediction performance of various types of residues, we further calculate the average RSA values in the PSAP2312 datasets for all 20 types of amino acids.

"He tried to write down laws of the gravitational field and he wasn't in the least surprised to discover that his predictions had waves, gravitational waves".

They have thus created a new mathematical model which allows them to work out whether a woman will experience her menopause early or late, based on her age and the size of her ovaries.At the moment, the Wallace-Kelsey model is still an unproven hypothesis and it will take years, and measurements on many thousands of women, to discover whether its predictions match reality.

In this context, we propose a genetic algorithm (GA) designed specifically to discover interesting fuzzy prediction rules.

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