Review




Structured Review

SciTegic Inc 2d-fingerprint descriptor ecfp_4
2d Fingerprint Descriptor Ecfp 4, supplied by SciTegic Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/support+vector+machine+(svm)+dot+kernel+algorithm/extended+connectivity+fingerprints+ecfp+4/pmc03502486-222-14-13
Average 90 stars, based on 1 article reviews
2d-fingerprint descriptor ecfp_4 - by Bioz Stars, 2026-11
90/100 stars

Images

Related Articles

other:

Article Title: A Pilot Study of the Pharmacodynamic Impact of SSRI Drug Selection and Beta-1 Receptor Genotype ( ADRB1 ) on Cardiac Vital Signs in Depressed Patients: A Novel Pharmacogenetic Approach
Article Snippet: This tool converts each SSRI to a Scitegic ECFP_4 molecular fingerprint, which it then compares against a database of fingerprints for 65,241 other pharmaceutical compounds, organized into sets for 246 therapeutic targets.

Article Title: Prediction of compound synergism from chemical-genetic interactions by machine learning
Article Snippet: Structural characteristics of each cryptagen were represented by Extended-Connectivity Fingerprints (ECFP4, see Methods) and combined with CGM data using a Naïve Bayes multi-class algorithm (SciTegic Pipeline Pilot, see Methods and Fig. S5A ) to predict compound activities towards each sentinel strain.

Article Title: Proteochemometric modeling in a Bayesian framework
Article Snippet: Chemical compounds were described by Scitegic circular fingerprints (ECFP_6 type), [ , ] calculated in PipelinePilot 8.5.0.200 [ ].

Article Title: Small molecule ferroptosis inducers
Article Snippet: This method uses SciTegic's topological extended connectivity fingerprints (ECFP_4) (Rogers and Hahn 2010) to mathematically describe each molecule.

Article Title: Drug-Drug Interaction Predicting by Neural Network Using Integrated Similarity
Article Snippet: To obtain robust results, the drug is queried against the two ligand databases provided in the tool (MDL Drug data report and WOMBAT) and used two different methods to compute the drug fingerprint (Scitegic ECFP4 and Daylight), resulting in four lists of similar ligand sets.

Article Title: Applying Ligands Profiling Using Multiple Extended Electron Distribution Based Field Templates and Feature Trees Similarity Searching in the Discovery of New Generation of Urea-Based Antineoplastic Kinase Inhibitors
Article Snippet: The first model is a support vector machine which was constructed using a SciTegic 2D-fingerprint descriptor (ECFP_4) as the independent property to learn from.

Activity Assay:

Article Title: LINGO-DL: a text-based approach for molecular similarity searching.
Article Snippet: The line notations of chemical structures are more compact than those of graphs and connection tables, so they can be useful for storing and transferring a large number of molecular structures.. The simplified molecular input line system (SMILES) representation is the most extensively used, as it is much easier to utilise and comprehend than others, and it can be generated automatically from connection tables.. A SMILES represents and encodes the molecule structure.



Similar Products

90
RapidMiner Inc support vector machine (svm) dot kernel algorithm
Support Vector Machine (Svm) Dot Kernel Algorithm, supplied by RapidMiner Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/support+vector+machine+(svm)+dot+kernel+algorithm/support+vector+machine++svm/pmc05749291-60-10-18
Average 90 stars, based on 1 article reviews
support vector machine (svm) dot kernel algorithm - by Bioz Stars, 2026-11
90/100 stars
  Buy from Supplier

Image Search Results