Paul Trundle
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View article: Evaluation of k-nearest neighbour classifier performance for heterogeneous data sets
Evaluation of k-nearest neighbour classifier performance for heterogeneous data sets Open
Distance-based algorithms are widely used for data classification problems. The k-nearest neighbour classification (k-NN) is one of the most popular distance-based algorithms. This classification is based on measuring the distances between…
View article: Prediction of the effect of formulation on the toxicity of chemicals
Prediction of the effect of formulation on the toxicity of chemicals Open
Two approaches for the prediction of which of two vehicles will result in lower toxicity for anticancer agents are presented.
View article: Using random forest and decision tree models for a new vehicle prediction approach in computational toxicology
Using random forest and decision tree models for a new vehicle prediction approach in computational toxicology Open
Drug vehicles are chemical carriers that provide beneficial aid to the drugs they bear. Taking advantage of their favourable properties can potentially allow the safer use of drugs that are considered highly toxic. A means for vehicle sele…