Sentence examples for sample prediction accuracy from inspiring English sources

Consistent with unsupervised clustering, PR-dependent genes were predictive of whether a particular sample was non-malignant FTE or HGSC (as indicated by a high sample prediction accuracy for each list using dataset A, total n=37 samples).

In conclusion, we can state that for the data sets examined in this paper out-of-sample prediction accuracy amounts to broadly 25%%.

The PPO model is compared to ordinal and multinomial response models on the basis of adequacy of model fit, significance of covariates, and out-of-sample prediction accuracy.

Prediction accuracy in these bi-parental populations reached around 0.4 at most, when 90 individuals were randomly taken (50 times) as the training population from the entire sample of bi-parental population 2. When 50 individuals were sampled, prediction accuracy dropped to around 0.3.

The size of negative sample set was the same as the positive sample; the prediction accuracy in Table 2 was simply the percentage of correct predictions among both positive and negative samples.

The determination of the time-to-next glucose sample utilizes prediction accuracy.

The model successfully predicted radiation types for 23 out of 24 samples, a prediction accuracy of 96%.

Only 4 out of the 10,000 samples achieved prediction accuracy greater than or equal to 0.81 (accuracy for the 21 genes using the Random Forest classifier).

For a large sample size, prediction accuracies from penalized methods are expected to be similar to that from ridge [ 23, 35, 50].

In the training sample set, the accuracy of the SVM is higher than in the BP neural network; in the test sample set, the prediction accuracy of the SVM model increased by 2.79 %, while the prediction accuracy of the BP neural network declined by16.66 %.

The effects of sample size on prediction accuracy are clear.