The Matthews correlation coefficient is used in machine learning as a measure of the quality of binary (twoclass) classifications, introduced by biochemist Brian W. Matthews in 1975.
Staff profile for Associate Professor Kai Ming Ting, Federation University Australia. Staff profile for Associate Professor Kai Ming Ting, Federation University Australia. Federation University Australia ... Frameworks for fast training of support vector machine on large scale data (2008) Supervisors: Ting, K (JointCo), Kamruzzaman, J (Joint ...
In pattern recognition, information retrieval and binary classification, precision (also called positive predictive value) is the fraction of relevant instances among the retrieved instances, while recall (also known as sensitivity) is the fraction of relevant instances that have been retrieved over the total amount of relevant precision and recall are therefore based on an ...
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A receiver operating characteristic curve,, ROC curve, ... The first application of ROC in machine learning was by Spackman who demonstrated the value of ROC curves in comparing and evaluating different classification algorithms.
Annthyroid dataset. Dataset information. The original thyroid disease (annthyroid) dataset from UCI machine learning repository ... Liu, Fei Tony, Kai Ming Ting, and ZhiHua Zhou.
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Cameron KaiMing Chen A thesis submitted in partial fulfillment of the requirements for the degree of Master of Science in Mechanical Engineering ... sheared away from the workpiece as is commonly done with machine tools such as the lathe or mill. Typically, the correct machine settings can be found from reference guides ...