Our method is based on the previously described nonlinear measure: the Distance Based on Conditional Ordered List (DCOL) [ 15, 16].
We first consider the definition of Distance Based on Conditional Ordered List (DCOL) in two-dimensional space.
The algorithm is efficient due to the quality of the Distance Based on Conditional Ordered List (DCOL).
Using the general dependency measure, Distance Based on Conditional Ordered List (DCOL) that we introduced before, we designed the nonlinear K-profiles clustering method, which can be seen as the nonlinear counterpart of the K-means clustering algorithm.
Since then, a lot of missing value imputation methods have been proposed such as Bayesian principal component analysis (BPCA) [ 14], Gaussian mixture clustering imputation (GMCimpute) [ 11], conditional ordered list imputation [ 15], random-forest-based imputation [ 16] and so on.
Example functions include conditionals (IF), list manipulation (FIRST) and mathematical transformations (SIN, LOG).
Column (2) of this table lists conditional logit estimates of the impact of a one-unit increase in the absolute beauty rating on the probability of expulsion.
The outcome of the medical examination may be either full clearance, denial, or conditional clearance that lists obligatory health accessories (glasses, hearing aid, etc).
Bayesian networks, as employed in Pearl's work on causation (2000), have been used to model the effects of voter dependencies on the jury theorem and to distinguish between stronger and weaker variants of conditional independence (Dietrich and List 2004; Dietrich and Spiekermann 2013).
CreZOO's design offers a user-friendly query interface and provides instant access to the list of conditional driver strains, promoters and inducibility details.
