A common way to model multiclass classification problems is by means of Error-Correcting Output Codes (ECOCs). Given a multiclass problem, the ECOC technique designs a code word for each class, where each position of the code identifies the membership of the class for a given binary problem. A classification decision is obtained by assigning the label of the class with the closest code. One of the main requirements of the ECOC design is that the base classifier is capable of splitting each subgroup of classes from each binary problem. However, we cannot guarantee that a linear classifier model convex regions. Furthermore, nonlinear classifiers also fail to manage some type of surfaces. In this paper, we present a novel strategy to model mul...
Abstract. Error-Correcting Output Coding (ECOC) is a general framework for multiclass text classific...
Error correcting output code (ECOC) is a general framework of solving a multiclass classification pr...
Abstract—We present a heuristic method for learning error correcting output codes matrices based on ...
A common way to model multiclass classification problems is by means of Error-Correcting Output Code...
Abstract. A common way to model multi-class classification problems is by means of Error-Correcting ...
In the framework of decomposition methods for multiclass classification problems, error correcting o...
Error Correcting Output Coding (ECOC) is a classifier combination technique for multiclass classific...
Error Correcting Output Coding (ECOC) is a classifier combination technique for multiclass classific...
Error Correcting Output Coding is a well established technique to decompose a multi-class classifica...
Error Correcting Output Coding is a well established technique to decompose a multi-class classifica...
Error Correcting Output Coding is a well established technique to decompose a multi-class classifica...
Error Correcting Output Coding is a well established technique to decompose a multi-class classifica...
Error Correcting Output Coding is a well established technique to decompose a multi-class classifica...
Error Correcting Output Coding is a well established technique to decompose a multi-class classifica...
Abstract—Error-Correcting Output Codes (ECOC) reveal a common way to model multi-class classificatio...
Abstract. Error-Correcting Output Coding (ECOC) is a general framework for multiclass text classific...
Error correcting output code (ECOC) is a general framework of solving a multiclass classification pr...
Abstract—We present a heuristic method for learning error correcting output codes matrices based on ...
A common way to model multiclass classification problems is by means of Error-Correcting Output Code...
Abstract. A common way to model multi-class classification problems is by means of Error-Correcting ...
In the framework of decomposition methods for multiclass classification problems, error correcting o...
Error Correcting Output Coding (ECOC) is a classifier combination technique for multiclass classific...
Error Correcting Output Coding (ECOC) is a classifier combination technique for multiclass classific...
Error Correcting Output Coding is a well established technique to decompose a multi-class classifica...
Error Correcting Output Coding is a well established technique to decompose a multi-class classifica...
Error Correcting Output Coding is a well established technique to decompose a multi-class classifica...
Error Correcting Output Coding is a well established technique to decompose a multi-class classifica...
Error Correcting Output Coding is a well established technique to decompose a multi-class classifica...
Error Correcting Output Coding is a well established technique to decompose a multi-class classifica...
Abstract—Error-Correcting Output Codes (ECOC) reveal a common way to model multi-class classificatio...
Abstract. Error-Correcting Output Coding (ECOC) is a general framework for multiclass text classific...
Error correcting output code (ECOC) is a general framework of solving a multiclass classification pr...
Abstract—We present a heuristic method for learning error correcting output codes matrices based on ...