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GitHub topics: linear-kernel

AsadiAhmad/Loan-Prediction-SVM

Predicting Loan State with SVM method, preprocessing and feature selction

Language: Jupyter Notebook - Size: 6.59 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 26 - Forks: 0

farooqueesamiya/Social-Network-Ads-Classification-Models

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

Language: Python - Size: 50.8 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Davityak03/SVM-ML-model-using-different-types-of-kernels-

I have implemented support vector machine classifier on the same dataset but using different kernels and have compared their accuracies with each other

Language: Jupyter Notebook - Size: 91.8 KB - Last synced at: 2 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

tgchacko/Movie-Recommender

Movie Recommender

Language: Jupyter Notebook - Size: 27.3 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

RalphGradien/HomeWorkoutRecommendations

This Python-based web application, built on the Flask platform, utilizes a powerful Content-Based Filtering Algorithm to provide personalized excercise recommendations based on user preferences and historical interactions.

Language: Python - Size: 92.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

SaisriramVaddadi/machine-learning-spam-classifier

It is based on support vector machines ,first we used linear kernel for lesser featured dataset, Gaussian kernel for more complex dataset.

Language: Matlab - Size: 875 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

SaraLittleSquirrel/Obesity-estimator

Project for Machine Learning Data Mining course

Language: Jupyter Notebook - Size: 5.63 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AyanPahari/SVM-on-GISETTE-Dataset

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.

Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

luisdrita/HyperFoods

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

Language: HTML - Size: 98.4 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 59 - Forks: 39

avestura/scikit-heart-disease-classifier

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

Language: Jupyter Notebook - Size: 573 KB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

abideen-olawuwo/netflix

A recommendation engine

Language: Jupyter Notebook - Size: 3.24 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

saipavani68/SVM

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.

Language: Python - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

fpaupier/spam_classifier 📦

A simple spam classifier using SVM with a linear kernel.

Language: MATLAB - Size: 533 KB - Last synced at: 11 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

AyanPahari/Soft-Margin-SVM

We will apply soft-margin SVM to handwritten digits from the processed US Postal Service Zip Code data set.

Language: Jupyter Notebook - Size: 90.8 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

lurenss/Spam-filter

Second assignment of Artificial Intelligence course held by Professor Andrea Torsello of Ca' Foscari University of Venice, spam detectors with SVM classification using linear, polynomial of degree 2, RBF kernels and Naive Bayes and k-NN

Language: Python - Size: 142 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

J4NN0/machine-learning-pca-svm

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

Language: Python - Size: 29.3 MB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1

UnixJunkie/orsvm-e1071

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

Language: OCaml - Size: 63.5 KB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 0

Related Keywords
linear-kernel 17 rbf-kernel 11 svm 8 machine-learning 5 svm-classifier 5 polynomial-kernel 4 sigmoid-kernel 3 naive-bayes-classifier 3 python 3 content-based-recommendation 2 cosine-similarity 2 python3 2 jupyter-notebook 2 sklearn 2 svm-training 2 pandas 2 numpy 2 support-vector-machines 2 decision-tree 2 poly-kernel 2 matplotlib 2 decision-tree-classifier 2 train 1 learning 1 coursera-machine-learning 1 word2vec 1 confusion-matrix 1 cost-complexity-pruning 1 grid-search-cross-validation 1 one-hot-encoding 1 coursera-assignment 1 pca 1 scikit-learn 1 kernelsvm 1 pruning 1 roc 1 accuracy-scores 1 tfidf-vectorizer 1 seaborn 1 plotly 1 netflix 1 svmpath 1 r 1 ocaml-library 1 libsvm 1 classification 1 binary-classifier 1 training-dataset 1 pca-predict 1 pca-mode-visualization 1 pca-implementation 1 pca-analysis 1 naive-bayes-implementation 1 naive-bayes-classification 1 machine-learning-tutorials 1 machine-learning-practice 1 machine-learning-models 1 machine-learning-algorithms 1 kfold-cross-validation 1 dataset 1 classification-algorithm 1 k-nn 1 svm-learning 1 statistics-learning 1 statistics 1 statistical-models 1 statistical-learning 1 matlab 1 machine 1 gaussian-kernel 1 tfidfvectorizer 1 mongodb 1 flask-application 1 tf-idf 1 svd 1 rmse 1 popularity-recommender 1 movie-database 1 movie 1 mae 1 imdb-dataset 1 countvectorizer 1 collaborative-filtering 1 svc-model 1 support-vector-machine 1 random-forest-classifier 1 logistic-regression 1 knn-classifier 1 classification-model 1 svm-kernels 1 ploy-kernel 1 matchine-learning 1 loan-prediction 1 feature-selection 1 svc 1 recommendation-system 1 recipe1m 1 recipe-retrieval 1 inverse-cooking 1 ingredients 1