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SchistoProt

Surface proteins and secreted peptides. SchistoProt is a schistosome specific machine-learning classifier for the identification of surface proteins and secreted peptides. SURFACE Predicts surface proteins or not. SECRETORY Predicts secretory peptides or not.

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SchistoProt | schistoprot.net Reviews
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Surface proteins and secreted peptides. SchistoProt is a schistosome specific machine-learning classifier for the identification of surface proteins and secreted peptides. SURFACE Predicts surface proteins or not. SECRETORY Predicts secretory peptides or not.
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SchistoProt | schistoprot.net Reviews

https://schistoprot.net

Surface proteins and secreted peptides. SchistoProt is a schistosome specific machine-learning classifier for the identification of surface proteins and secreted peptides. SURFACE Predicts surface proteins or not. SECRETORY Predicts secretory peptides or not.

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1

SchistoProt

http://www.schistoprot.net/home

Surface proteins and secreted peptides. SchistoProt is a schistosome specific machine-learning classifier for the identification of surface and secreted proteins. SURFACE Predicts surface proteins or not. SECRETORY Predicts secretory proteins or not.

2

SchistoProt

http://www.schistoprot.net/secretory_app

Surface proteins and secreted peptides. Or, Upload FASTA File. To get the result please enter your email address (optional):. To load example sequences, click here!

3

SchistoProt

http://www.schistoprot.net/help

Surface proteins and secreted peptides. SchistoProt is a supervised machine learning based tool which uses 16 supervised machine learning techniques using Scikit-Learn. To discriminate between i) surface and non-surface proteins and ii) secretory and non-secretory peptides. These 16 techniques are:. 1 Gradient Boosting Machine (GBM). 2 Support Vector Machine with Radial Bias Function (RBF SVM). 3 SVMs with linear kernel (Linear SVM). 7 Gaussian Naive Bayes (GNB). 8 Linear Discriminant Analysis (LDA).

4

SchistoProt

http://www.schistoprot.net/surface_app

Surface proteins and secreted peptides. Select classiers (Selected all by default). 1 Gradient Boosting Machine (GBM). 2 Support Vector Machine with Radial Bias Function (RBF SVM). 3 SVMs with linear kernel (Linear SVM). 7 Gaussian Naive Bayes (GNB). 8 Linear Discriminant Analysis (LDA). 10 Stochastic gradient descent (SGD). 13 Bernoulli Naive Bayes (BNB). 14 Multinomial Naive Bayes (MNB). 15 Nearest Centroid method. 16 Multi-layer Perceptron (MLP). Select features selection mode. Or, Upload FASTA File.

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Surface proteins and secreted peptides. SchistoProt is a schistosome specific machine-learning classifier for the identification of surface proteins and secreted peptides. SURFACE Predicts surface proteins or not. SECRETORY Predicts secretory peptides or not.

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