The ADT is a decision tree which instead of having a single class prediction located in its base leaf nodes, has a "probability of class membership" prior to each terminal node, and the sum of all these values are along an instance's whole path in order to predict its class value.
In this configuration only the predictions located within the distance from the promoter or enhancer are only counted.
All correct predictions are located in the diagonal of the Table 2. Using this contingency table, other measures can be effectively evaluated.
These two partial predictions are located in tandem with a seventh full-length photoprotein gene on ML0857 (MleiPP1).
In agreement with these predictions, genes located in low-recombination regions tend to have a high proportion of neutrally evolving sites and relaxed selective constraint on sites subject to purifying selection, whereas genes that show strong support for past episodes of positive selection appear disproportionally in high-recombination regions.
"We're more confident than we ever have been," says Michelle L'Heureux, a climate scientist at the prediction center, located in College Park, Maryland.
Predictions for proteins located in cytoplasm, cytoskeleton, and ER were highly specific (specificity 93.4 99.7%) with a MCC value of 0.42 0.46.
Predictions of proteins located in nucleus and plasma membrane were relatively accurate with a MCC value of 0.78 and 0.72, respectively.
Predictions for proteins located in Golgi apparatus, lysosome, peroxisome were also highly specific (specificity > 99%) but with a very low sensitivity (0.5 4.5%).
The Storm Prediction Center (SPC), located in Norman, Oklahoma, is tasked with forecasting the risk of severe thunderstorms and tornadoes in the contiguous United States.
