In this paper, we propose an improved Directed Acyclic Graph Support Vector Machine (DAGSVM) for multi-class classification. Compared with the traditional DAGSVM, the improved version has advantages that the structu...In this paper, we propose an improved Directed Acyclic Graph Support Vector Machine (DAGSVM) for multi-class classification. Compared with the traditional DAGSVM, the improved version has advantages that the structure of the directed acyclic graph is not chosen random and fixed, and it can be adaptive to be optimal according to the incoming testing samples, thus it has a good generalization performance. From experiments on six datasets, we can see that the proposed improved version of DAGSVM is better than the traditional one with respect to the accuracy rate.展开更多
The 3,4,5 trimethoxytoluene(TMT) was systhesized using p cresol by three steps including bromination, methoxylation, and methylation with an overall yield of 84%. The structure of TMT was identified by NMR, GC/MS and ...The 3,4,5 trimethoxytoluene(TMT) was systhesized using p cresol by three steps including bromination, methoxylation, and methylation with an overall yield of 84%. The structure of TMT was identified by NMR, GC/MS and IR.“One pot”method was used in methoxylation and methylation for economical and convenient consideration. The mechanism for the methoxylation of 2,6 dibromo 4 methylphenol was discussed.展开更多
文摘In this paper, we propose an improved Directed Acyclic Graph Support Vector Machine (DAGSVM) for multi-class classification. Compared with the traditional DAGSVM, the improved version has advantages that the structure of the directed acyclic graph is not chosen random and fixed, and it can be adaptive to be optimal according to the incoming testing samples, thus it has a good generalization performance. From experiments on six datasets, we can see that the proposed improved version of DAGSVM is better than the traditional one with respect to the accuracy rate.
文摘The 3,4,5 trimethoxytoluene(TMT) was systhesized using p cresol by three steps including bromination, methoxylation, and methylation with an overall yield of 84%. The structure of TMT was identified by NMR, GC/MS and IR.“One pot”method was used in methoxylation and methylation for economical and convenient consideration. The mechanism for the methoxylation of 2,6 dibromo 4 methylphenol was discussed.