A Combination of Feature Extraction Methods with an Ensemble of Different Classifiers for Protein Structural Class Prediction Problem
Product Description
A Combination of Feature Extraction Methods with an Ensemble of Different Classifiers for Protein Structural Class Prediction Problem
Abstract— A Combination of Feature Extraction Methods with an Ensemble of Different Classifiers for Protein Structural Class Prediction Problem. Better understanding of structural class of a given protein reveals important information about its overall folding type and its domain. It can also be directly used to provide critical information on general tertiary structure of a protein which has a profound impact on protein function determination and drug design. Despite tremendous enhancements made by pattern recognition-based approaches to solve this problem, it still remains as an unsolved issue for bioinformatics that demands more attention and exploration. In this study, we propose a novel feature extraction model that incorporates physicochemical and evolutionary-based information simultaneously. We also propose overlapped segmented distribution and autocorrelation-based feature extraction methods to provide more local and global discriminatory information. The proposed feature extraction methods are explored for 15 most promising attributes that are selected from a wide range of physicochemical-based attributes. Finally, by applying an ensemble of different classifiers namely, Adaboost.M1, LogitBoost, naive Bayes, multilayer perceptron (MLP), < Final Year Projects > and support vector machine (SVM) we show enhancement of the protein structural class prediction accuracy for four popular benchmarks.
Video
View Demo
Including Packages
Our Specialization
Support Service
Statistical Report
satisfied customers
3,589
Freelance projects
983
sales on Site
11,021
developers
175+
Additional Information
| Domains | |
|---|---|
| Programming Language |
AndrewAdata –
brand name neurontin price how to cure ed ed treatment drugs https://erectionpills.best/# best otc ed pills [url=https://erectionpills.best/#]ed meds online[/url] ed drug prices
Michealrok –
diflucan 750 mg [url=https://diflucan.icu/#]diflucan cost uk[/url] where can i buy diflucan otc
Isiahnoday –
pain medications without a prescription how to cure ed impotence pills
ThomasThilm –
diflucan 400mg without prescription diflucan prescription uk diflucan online australia https://erectionpills.best/# non prescription erection pills [url=https://withoutprescription.store/#]ed meds online canada[/url] online canadian pharmacy
Boygpa –
Vhpxnj bedpel buy imitrex without prescription - sumatriptan 25mg without prescription order sumatriptan 25mg pills
RaymondNok –
clomid nolvadex https://buynolvadex.store/# aromatase inhibitors tamoxifen
WilliamDof –
nolvadex online generic tamoxifen tamoxifen rash pictures
EdwardNom –
metformin hydrochloride 500 mg femara vs tamoxifen tamoxifen pill
RaymondNok –
tamoxifen and weight loss https://buylasix.icu/# lasix online
RickyDWerm –
generic lipitor drugs lipitor 40 mg tablet price lipitor 40 mg price in india https://buynolvadex.store/# tamoxifen headache [url=https://buymetformin.best/#]how much is metformin 500 mg[/url] purchase metformin without a prescription
Shelbyabofs –
can you buy amoxicillin over the counter [url=https://amoxilforsale.best/#]amoxicillin in india[/url] buy amoxicillin without prescription
RaymondNok –
average cost of generic zithromax zithromax capsules price where can i get zithromax
RickyDWerm –
clomid tablet online [url=https://clomidforsale.life/#]clomid cost canada[/url] 25mg clomid daily
Jamisoncaump –
over the counter viagra buy real viagra online sildenafil 20 mg https://sildenafilmg.com/ order viagra online [url=https://sildenafilmg.com/#]viagra coupons 75% off[/url] viagra online usa
Michaelvonia –
generic viagra walmart [url=https://sildenafilmg.com/#]viagra coupons 75% off[/url] cheap viagra online
Michaelvonia –
п»їviagra pills [url=https://sildenafilmg.online/#]when will viagra be generic[/url] buy generic 100mg viagra online
Jamisoncaump –
mexican viagra 100mg viagra viagra pills https://sildenafilmg.online/# order viagra online [url=https://sildenafilmg.shop/#]best over the counter viagra[/url] viagra over the counter
Michaelvonia –
buy viagra online usa [url=https://sildenafilmg.online/#]cheap viagra online[/url] generic viagra walmart
Jamisoncaump –
viagra cost per pill buy real viagra online 100mg viagra https://sildenafilmg.shop/# viagra 100mg price [url=https://sildenafilmg.online/#]buy viagra online canada[/url] viagra price
StevenQuoky –
how can i order prescription drugs without a doctor https://drwithoutdoctorprescription.online/# online canadian pharmacy
StevenQuoky –
ed prescription drugs https://drwithoutdoctorprescription.com/# non prescription ed pills
StromCib –
stromectol covid 19 [url=https://stromectolgf.online/#]ivermectin iv[/url] stromectol price in india
ChesterVeigo –
buy stromectol https://stromectolgf.com/# ivermectin topical
Nawsvc –
Lzipyl ktcwha cheap tadalafil sale - brand cialis pills order tadalafil 10mg pills
Acjdsr –
Roitek cbrune ivermectin 5 - buy liquid ivermectin where to buy ivermectin pills