Sentence examples for many predictors have from inspiring English sources

Many predictors have been developed based on either amino acid hydrophobicity scale or pure statistical approaches.

No single predictor could account for more that 51% of the variability in log chlorophyll and many predictors have substantially less influence (Table 1).

Many efforts have been made for DNA-binding protein identification and many predictors have been proposed.

In the field of DNA-binding protein identification, many predictors have been proposed, but most of them focus on only one classification algorithm and cannot make full use of the large number of negative samples to improve its performance.

In response to these shortcomings, computational methods for the prediction of PPISs have been developed, starting with Jones and Thornton's pioneering analysis of surface patches [ 5, 6], and many predictors have since been published [ 7- 43], utilizing a wide variety of algorithmic approaches to the problem.

Many promoter predictors have been developed with the general aim to predict TSSs with certain levels of precision and positional accuracy [15].

Risk stratification methods such as the Emergency Heart Failure Mortality Risk Grade and Acute Heart Failure Index clinical decision support tools, which utilize many of these predictors, have been found to be accurate in identifying low-risk patients.

Thus, an over-parameterized model (too many predictors) will have very high/low values of these measures, accordingly, and will seemingly do very well in sample, but will do poorly out of sample.

Many different gene expression-based predictors have been developed for breast cancer [ 1- 9], and two different gene expression predictors have reached the final step of prospective clinical trial testing [ 10, 11].

Many multigene breast cancer classifiers and outcome predictors have been introduced to date, but none has become universally accepted, although several have been standardized and commercialized [ 8, 9].

In the past, many efforts have been made for developing automated methods, and several predictors have been proposed.