Hence, it appears that GHeat is a more difficult dataset to impute.
Dataset II was more difficult for the proposed metric than Dataset I. Overall, the LCC for Dataset I was higher than for Dataset II; even the LCCs for Contents 3 and 4 in Dataset I were low compared to the other contents.
Also, the slightly reduced MCC values indicate that the new PLP datasets contain more difficult targets compared to the original BT426 dataset, In the work presented in this paper a neural-network method called NetTurnP was developed.
Indeed, HHCRF accuracy on noisy data is comparable to the 'clean' data accuracy of LR, and indeed significantly better on the more difficult ɛ = 0.25 datasets (with 96% confidence for N = 1000, ɛ = 0.25), demonstrating the extent to which HHCRF is able to cope with experimental microarray noise.
Further, assembling the high complexity dataset was more difficult in comparison to the the low complexity dataset as well as the medium complexity datasets.
T. grandis without a sequenced genome and a lack of a sequenced genome in the Lamiales order makes analysis of the teak RNAseq dataset more difficult.
Also, noise variance is higher in the second dataset, so it makes peaks in simulated dataset B more difficult to be detected.
As the additional features are more difficult to evaluate using large datasets, individual examples are presented below to demonstrate the flexibility of MetFrag2.2 command line (CL), with the corresponding commands give in a different font.
Revisable datasets are more difficult; the most common approach is to accumulate revisions and periodically publish a new version with a citable version number.
Like the stock market, predicting next week is more difficult than using a longer dataset to predict what might happen over the next 10 years.
