We therefore interpret the classification of lung contusion as a reasonably good indicator for severity of lung contusion in the population investigated.
Discovered knowledge is expressed in the form of high-level, easy-to-interpret classification rules.
Boolean functions are interpreted as classification tasks.
Consequently, having opted to use the 34plex AIM-SNP assay as the principal system of analysis to obtain ancestry assignments for all seven case samples we interpreted each classification probability with reference to the training set probability range.
By interpreting the classification tree from top to bottom, it is possible to determine how the juveniles in the risk groups score on the six predictor variables that are part of the Y-ACNAT-NO.
According to Weber's theses, social research cannot be fully inductive or descriptive, because understanding some phenomenon implies that the researcher must go beyond mere description and interpret it; interpretation requires classification according to abstract "ideal (pure) types".
However, to be able to estimate the performance loss compared to a potentially better, but difficult to interpret, non-linear classification method, the results of a Gaussian SVM are reported in parallel.
The previously suggested ASR kinetic model, known as Kolmogorov Avrami Mehl Johnson (K A M J) model, was utilized to interpret the ASR classifications of the investigated aggregates.
However, they cannot interpret the results of classification to users.
We followed the Koch and Landis classification to interpret obtained κ values: concordance was considered bad if κ was less than 0.20, poor if κ was 0.20 to 0.40, moderate if κ was 0.40 to 0.60, good if κ was 0.60 to 0.80, and almost perfect if κ was above 0.81 [ 28].
