Exact(32)
This paper investigates the influence of different preprocessing techniques of attribute scaling, sampling, coding of categorical as well as coding of continuous attributes on the classifier performance of decision trees, neural networks and support vector machines.
The report contains a categorical as well as a dimensional assessment of DSM-IV personality disorder diagnoses.
This analysis is inherently non-parametric, so that no assumptions are made regarding the underlying distribution of variables and thus categorical as well as continuous parameters can be used.
We included covariates for the mtDNA haplogroup to which each deer was assigned (categorical) as well as a covariate for the age of the animal and binary covariates indicating winter range study area (i.e., three separate covariates indicating whether the deer was from a winter range study area [1] or not [0]).
Interaction effects were found between the factors step and block, b = 0.033, p =.001, indicating that participants' categorizations became, overall, less categorical as the experiment progressed; and between the factors block and precursor, b = -0.040, p =.010, reflecting the fact that the effect of precursor became smaller toward the end of the experiment, although it was never absent.
That's as categorical as it gets.
Similar(28)
All variables were treated as categorical variables, as defined above.
Clinical factors were analysed as categorical variables as shown in Table 1.
All data were considered either as categorical or as continuous variables.
We also evaluated the scores both as categorical and as continuous covariates.
These variables were treated as categorical (categories as defined in Table 1).
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