Compound classification and

Niobium coordination compounds classification and analysis of crystallographic and structural data. C. E. Holloway and M. Melnik, Rev. Inorg. Chem., 1985,7,162 (198). 

Svetnik V, Liaw A, Tong C, Culberson JC, Sheridan RP, Feuston BP. Random forest a classification and regression tool for compound classification and QSAR modeling. J Chem Inf Comput Sci 2003 43(6) 1947-58. 

Melnik. M. Heterrurtetallic Coordination Copper Hi Compounds Classification and Analysis of Crystallographic and Structural Guta. Nova Science Publishers. Inc., Huntington. NY. 1999. 

Svetnik, V., Liaw, A., Tong, C., Culberson, J.C., Sheridan, R.P., and Feuston, B.P. (2003). Random forest A classification and regression tool for compound classification and QSAR modeling. Journal of Chemical Information and Computer Sciences, 43, 1947-1958. 

C.E. Holloway and M. Melnik, Tin Organometallic Compounds Classification and Analysis of Crystallographic and Structural Data. Part I. Monomeric Derivatives (2000).53 C.E. Holloway and M. Melnik, Part II. Dimeric derivatives. (2000).54 C.E. Holloway and M. Melnik. Part III. Oligomeric derivatives (2000).55 C.E. Holloway and M. Melnik, Heterometallic tin compounds Classification and Analysis of Crystallographic and Structural Data Part I. Dimeric Derivatives (2001).56... 

In this chapter, we will start by providing an overview of the evolution of the 3D pharmacophore concept and subsequently show the usefulness of 3D pharmacophore searching in modern lead discovery. The use of this approach for combinatorial library design, compound classification, and molecular diversity analysis is presented. Examples of successful applications reported in the last couple of years are reviewed. 

Comput. Sci., 43, 1947 (2003). Random Forest A Classification and Regression Tool for Compound Classification and QSAR Modeling. 

Holloway CE, Melnik M (1985) Tantalum coordination compounds classification and... 

Boosting An Ensemble Learning Tool for Compound Classification and QSAR Modeling. 

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