Support Vector Machine GPCR Subfamily Classification Results for Affy.ctg15131-000016.17.0

>Affy.ctg15131-000016.17.0 MGTCDIVTEANISSGPESNTTGITAFSMPSWQLALWATAYLALVLVAVTGNAIVIWIILA HRRMRTVTNYFIVNLALADLCMAAFNAAFNFVYASHNIWYFGRAFCYFQNLFPITAMFVS IYSMTAIAADRYMAIVHPFQPRLSAPSTKAVIAGIWLVALALASPQCFYSTVTMDQGATK CVVAWPEDSGGKTLLLYHLVVIALIYFLPLAVMFVAYSVIGLTLWRRAVPGHQAHGANLR HLQAKKKFVKTMVLVVLTFAICWLPYHLYFILGSFQEDIYCHKFIQQVYLALFWLAMSST MYNPIIYCCLNHRFRSGFRLAFRCCPWVTPTKEDKLELTPTTSLSTRVNRCHTKETLFMA GDTAPSEATSGEAGRPQDGSGLWFGYGLLAPTKTHVEI



Here is a list of Class A Rhodopsin like subfamilies with support vector machine models and the score this sequence received with respect to each model.

1.0535176 Peptide GPCRDB Peptide
  1.0272708 Tachykinin GPCRDB Tachykinin
   1.3199222 Substance K (NK2) GPCRDB Substance K (NK2)
  -0.9814699 Neuromedin K (NK3)
  -1.1108809 Tachykinin like 2
  -1.1156027 Tachykinin like 1
  -1.146274 Substance P (NK1)
 -0.9651529Galanin
 -0.9839386Orexin
 -0.9874628Neuropeptide Y
 -1.0149666Neurotensin
 -1.0174427CCK
 -1.0211174Chemokine
 -1.0525419Proteinase activated
 -1.0830004Melanocortin
 -1.097403Chemokine/chemotactic factors like
 -1.1032474Urotensin II
 -1.1211281Bombesin
 -1.1329916Endothelin
 -1.1544542Fmet-leu-phe
 -1.2229718Somatostatin
 -1.2293026Vasopressin-like
 -1.254454APJ like
 -1.2666793Angiotensin
 -1.2958095Opioid
 -1.329004Thrombin
 -1.3329287Bradykinin
 -1.3373531Interleukin-8
 -1.4903502C5a anaphylatoxin
-0.91711724Thyrotropin-releasing hormone & Secretagogue
-0.9307981Nucleotide-like
-0.9617998(Rhod)opsin
-0.9776357Gonadotropin-releasing hormone
-0.986104Viral
-1.005515Class A Orphan/other
-1.0459069Melatonin
-1.10689Prostanoid
-1.1369609Hormone protein
-1.1644537Cannabis
-1.218117Lysosphingolipid & LPA (EDG)
-1.234719Olfactory
-1.2489507Platelet activating factor
-1.3495424Amine


View all predicted Class A Rhodopsin like peptides

HOW TO INTERPRET THE SCORES:

Subfamily Scoring:

The support vector machine for each subfamily is trained to score positive examples (members of the subfamily) as 1.0 and negative examples (non-members) as -1.0

If this sequence receives a negative score with respect to a subfamily, it is probably not a member of the subfamily.

If this sequence receives a positive score with respect to a subfamily, it is probably in the subfamily.

In general, the score's distance from zero gives you the confidence level of the prediction. Positive scores greater than +1.0 mean a classifier has strongly accepted your sequence. Negative scores less than -1.0 mean a classifier has strongly rejected your sequence. For a more detailed evaluation of scores and confidence levels, take a look at Classification Statistics.
SOME ADDITIONAL INFORMATION:

There were 17 Class B Secretin like and 11 Class C Metabotropic glutamate / pheromone and 2 Class D Fungal pheromone and 5 Frizzled/Smoothened family and 77 Class A Rhodopsin like subfamilies whose classifiers were not run, because the families or subfamilies that contain them were rejected by classifiers higher in the hierarchy. For example, if the Amine receptor classifier scores this sequence negatively, it will not be checked with respect to the subfamilies of Amine receptors (Histamine, Serotonin, Dopamine, Octopamine and Acetylcholine (muscarinic) receptors).

Not all subfamilies have models yet. This sequence may be in a subfamily that has not yet been modeled.

Please cite: R. Karchin, K. Karplus and D. Haussler "Classifying G-Protein Coupled Receptors with Support Vector Machines" http://www.cse.ucsc.edu/research/compbio/gpcr-subclass [postscript, pdf]