For (CF) both types of errors increase slowly with increasing number of true splits.
A good method for solving SBH problems must deal with both types of errors.
In addition, both types of error rates are in substantially better agreement with the nominal quality scores (Figure 1).
Users made several distinct types of error with this system, indicating that habitability in speech systems cannot be achieved simply by displaying the input language.
Epochs containing other types of errors like omissions or incorrect keypresses with both hands simultaneously were discarded (on average, there were only 18 trials per participant containing the latter type of error).
As with any detection problem, the two types of errors associated with spectrum sensing are false alarms and missed detections.
At the algorithmic level, the solution is to re-balance the error rate by weighting each type of error with the corresponding cost.
As shown in Table 5, the most preferred technique among the students was "locating the error and also indicating the type of error", with a total average rating of 4.12.
The magnitude of the exposure error varied by type of error, with the absolute value of exposure error greater for δpopulation and δtotal than for δspatial for regional pollutants, and with mixed results for local pollutants.
For the local pollutants, the magnitude and spatial variability of the variance of normalized error differed depending on pollutant and type of error, with the variance of δspatial and δpopulation for NOx having the largest range of spatial variability, whereas the variance of exposure error for EC exhibited more modest spatial variability.
At the algorithmic level, a first solution is to re-balance the error rate by weighting each type of error with the corresponding cost [ 44] In the case of decision tree learning, other algorithmic solutions consist of modifying the splitting criterion [ 45], adjusting probabilistic estimates at the tree leaf or adjusting decision thresholds [ 46].
