linear-kernel

Here are 26 public repositories matching this topic...

luisdrita / HyperFoods

It was built a web application as a step forward in building a 3D recommendation system.

machine-learning deep-learning cancer svm word2vec recommendation-system train ingredients imperial foods svc evaluate linear-kernel facebook-algorithm hyperfoods anti-cancer-molecules recipe-retrieval foodreco inverse-cooking recipe1m

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HTML

AsadiAhmad / Loan-Prediction-SVM

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Predicting Loan State with SVM method, preprocessing and feature selction

svm rbf-kernel feature-selection linear-kernel loan-prediction sigmoid-kernel svm-kernels matchine-learning ploy-kernel

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Jupyter Notebook

RalphGradien / HomeWorkoutRecommendations

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Python-based web application, Flask platform, utilizes a powerful Content-Based Filtering Algorithm to provide personalized recommendations excercises

mongodb flask-application cosine-similarity content-based-recommendation linear-kernel tfidfvectorizer

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Python

UnixJunkie / orsvm-e1071

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Access the Linear or RBF kernel SVM from OCaml using the R e1071 or svmpath packages

r svm rbf-kernel ocaml-library classification libsvm svmpath linear-kernel binary-classifier

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OCaml

J4NN0 / machine-learning-pca-svm

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PCA applied on images and Naive Bayes Classifier to classify them. Validation, cross validation and grid search with multi class SVM

machine-learning rbf-kernel machine-learning-algorithms dataset naive-bayes-classifier pca-analysis svm-training svm-classifier naive-bayes-classification classification-algorithm machine-learning-models machine-learning-tutorials machine-learning-practice kfold-cross-validation training-dataset naive-bayes-implementation linear-kernel pca-implementation pca-mode-visualization pca-predict

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Python

avestura / scikit-heart-disease-classifier

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💚 A heart disease classifier using 4 SVM kernels and decision trees, with PCA, ROC, pruning, grid search cv, confusion matrix, and more

svm rbf-kernel pca pruning confusion-matrix roc decision-tree decision-tree-classifier svm-classifier linear-kernel one-hot-encoding grid-search-cross-validation cost-complexity-pruning poly-kernel sigmoid-kernel

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Jupyter Notebook

erfanresume / HeartAttack-Prediction-Classification

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In this project, I predict whether a patient has a low or high chance of having a heart attack using classification

visualization rbf-kernel logistic-regression preprocessing support-vector-machines saga sag linear-kernel lbfgsb-solver poly-kernel sigmoid-kernel liblinear-solver newton-cg-solver newton-cholesky-solver

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Jupyter Notebook

AyanPahari / SVM-on-GISETTE-Dataset

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GISETTE is a handwritten digit recognition problem. The problem is to separate the highly confusible digits ‘4’ and ‘9’. This dataset is one of five datasets of the NIPS 2003 feature selection challenge.

svm rbf-kernel jupyter-notebook python3 kernels handwritten-digit-recognition linear-kernel

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Jupyter Notebook

saipavani68 / SVM

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This code reads a dataset i.e, "Heart.csv". Preprocessing of dataset is done and we divide the dataset into training and testing datasets. Linear, rbf and Polynomial kernel SVC are applied and accuracy scores are calculated on the test data. Also, a graph is plotted to show change of accuracy with change in "C" value.

python machine-learning rbf-kernel scikit-learn matplotlib svm-classifier polynomial-kernel linear-kernel kernelsvm accuracy-scores

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Python

farooqueesamiya / Social-Network-Ads-Classification-Models

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In this repository, we will explore different classification models to predict whether a user will purchase a product based on age and estimated salary.

rbf-kernel naive-bayes-classifier logistic-regression support-vector-machine decision-tree-classifier random-forest-classifier classification-model knn-classifier svc-model linear-kernel

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Python

fpaupier / spam_classifier

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A simple spam classifier using SVM with a linear kernel.

learning statistics matlab svm machine statistical-learning coursera-machine-learning svm-training svm-learning svm-classifier statistical-models coursera-assignment statistics-learning linear-kernel

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MATLAB

SACHIN-S-2004 / Movie-Recommendation-System

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A ML–powered movie recommender that suggests films based on genre similarity and ratings. It uses TF‑IDF vectorization and cosine similarity to generate personalized recommendations. Includes fuzzy search for handling misspelled titles and a simple API for integration into web apps.

machine-learning unsupervised-learning linear-kernel flask-webapp movie-recommendation-app

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Jupyter Notebook

Kshitij-Shresth / Loan-Status-Prediction

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Loan approval system using svm

risk-analysis svm correlation-analysis stratified-sampling linear-kernel

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Python

tgchacko / Movie-Recommender

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Movie Recommender

python movie movie-database collaborative-filtering tf-idf cosine-similarity svd rmse countvectorizer mae content-based-recommendation imdb-dataset linear-kernel popularity-recommender

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Jupyter Notebook

Gulshank0719 / Support-vector-machine

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Building a smodel using SVC

support-vector-machines svm-classifier rbf polynomial-kernel linear-kernel sigmoid-kernel

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Jupyter Notebook

Gulshank0719 / Support-Vector-Machines-Classifier

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Support Vector Machines (SVMs in short) are supervised machine learning algorithms that are used for classification and regression purposes. In this kernel, I have build a Support Vector Machines classifier to classify a Pulsar star. I have used the Predicting a Pulsar Star dataset for this project.

rbf-kernel support-vector-machines polynomial-kernel linear-kernel sigmoid-kernel