Sentence examples for without proper cross-validation from inspiring English sources

Without proper cross-validation, the result can be overly optimistic.

Without proper cross-validation, the R-factor curves in Figure 1supplement 1 cannot be trusted.

Without proper cross-validation, the R-factor curves in Figure 1 figure supplement 1 cannot be trusted.

Furthermore, the previous studies have relied on proprietary data and sometimes have not used proper cross-validation methods to assess the results.

As we can see here, the proper cross-validation procedures can often be quite computationally expensive.

Overfitting can only be detected when using proper cross-validation techniques or independent test set analysis.

Complicated learning schemes can make proper cross-validation too computational expensive to run.

However, using a proper cross-validation approach such as stratified random cross-validation can help us to overcome these problems while being independent of any prior biological knowledge.

To ensure proper cross-validation, CONTRAlign was retrained from scratch using 𝒯1, and CONTRAfold was retrained using 𝒯2.

As a result, the LOO correlation estimate becomes 0.85 with manual selection instead of 0.60 using proper cross-validation.

To perform proper cross-validation, separate training runs were carried out for each of the 29 test proteins.