Sentence examples for small size of dataset from inspiring English sources

The classification accuracy of first dataset shows 100% classification accuracy with Naïve Bayes in some of the epochs because of small size of dataset.

To test the reliability of our classification models, we used the best model to train on dataset 2 to predict dataset 1. Dataset 1 was not used for training in the prediction of classes for dataset 2 because of the small size of dataset 2. When tested with SVM-RFE based on LibSVM, we obtained 100% training accuracy for dataset 2 using 200 gene features.

The nature of the paper is theoretical rather than analytical due to the limitations caused by the small size of datasets.

This trend is more obvious for the dengue virus NS3 proteases dataset, probably originating from the small size of this dataset.

Fisher's exact test did not reveal any significantly over-represented term in the brain dataset compared to the whole assembly, probably due to the small size of the dataset.

An exception was the dataset ITS_sBTS when species number increment was measured every 100 successfully binned reads because of the small size of this dataset.

Due to the small size of the dataset, mineral soils could not be separated from organic soils, leading to a high prediction uncertainty in the lower part of the valley, where the soils are influenced by anthropogenic land use.

Although a one-by-one look-up is a tedious process which can also lead to manual transcription errors, due to original data format challenges and omissions which prohibited accurate automated matching to large online databases, as well as the relatively small size of the dataset (1,741 city entries and 10,353 unique city/date/population values), this approach was undertaken.

The small size of the dataset and the detection of activated SRC in all eight tumors precluded a rigorous correlation analysis between SRC activation and substrate phosphorylation.

Advanced statistical modelling was not carried out given the small size of the dataset.

This analysis is limited by the small size of the dataset.