Sentence examples for ground truth validation from inspiring English sources

In order to evaluate the functional modules identification result, we used GO (Ashburner et al., 2000) as the gold standard clusters for ground truth validation.

Adipocyte methylomes are largely unexplored, and so in the absence of a ground truth for validation, groupwise DMRs were called from the WGBS assays using the BSmooth algorithm [ 46] and defined as ground truth.

Given the dictionary and the validation data, we find the ground truth by labeling the i th validation spectrum as anomalous if min f ∈ D f − g i v ∥ g i v ∥ > τ.

Such efforts with incomplete imagery require much more work, and are ultimately severely limited by a scarcity of valid ground truth data for classification training and for map validation.

Validation from ground truth samples indicates that the resultant rubber plantation map is highly accurate (the overall accuracy = 85%).

Our validation with ground truth segmentations and comparisons with state-of-the-art methods in the literature shows that the proposed method is able to handle images with complicated and changing background in an automated fashion.

We used multi-temporal, multi-seasonal Landsat data and 128 ground truth plots (and 120 additional validation plots) to map basal area (BA), for 6.4 million hectares of forest in northern Minnesota and neighboring Ontario.

Well-designed synthetic images make it possible to reserve that valuable ground truth data for final control validation.

Q. Freeze technology registering PET by OFM was applied for motion estimation, whereas the validation with ground truth was missing and only the relative correlation coefficient was presented [ 23].

Moreover, the construction of artificial network models provides the ground truth data needed in the validation of various computational methods in the fields of parameter estimation and data analysis.

While external validation requires a ground truth which is not provided in most applications, particularly in the streaming case, internal clustering validation is efficient and realistic.