Validation of QSAR model: An Overview: Role of validation in QSAR - Softcover

Ray, Supratim; Roy, Partha Pratim

Softcover

ISBN 10: 3659904120 ISBN 13: 9783659904127

Verlag: LAP LAMBERT Academic Publishing, 2016

Inhaltsangabe

Validation is the process by which the reliability and relevance of a procedure are established for a specific purpose. However, it is now being accepted that validation is a more holistic process that includes assessment of issues such as data quality, applicability of the model, and mechanistic interpretability in addition to statistical assessment. The validation strategies check the reliability of the developed models for their possible application on a new set of data, and confidence of prediction can thus be judged. In the QSAR community, the validation of a model is little more than an assessment of statistical fit, and occasionally predictivity using cross-validation techniques Validation is a crucial aspect of any quantitative structure–activity relationship (QSAR) modeling. This book provides a brief overview about various techniques of validation used in QSAR modeling.

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Über die Autorin bzw. den Autor

Supratim Ray, M.Pharm., Ph.D: Studied Pharmaceutical Technology at Jadavpur University, India. Presently he is the Professor and Head of Pharmaceutical Chemistry at Dr B C Roy College of Pharmacy & Allied Health Sciences, Durgapur, West Bengal. His present research interest is in drug lipid interactions and role of antioxidants; QSAR /QSPR modeling

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2016
• Sprache: Englisch
• ISBN 10: 3659904120
• ISBN 13: 9783659904127
• Einband: Taschenbuch
• Anzahl der Seiten: 72
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Presses Academiques Francophones; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland