A multi-label approach of the SMOTE algorithm
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Updated
Aug 6, 2024 - Python
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smote-algorithm
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Classification on Unbalanced Datasets using Boost Techniques (AdaBoost M2, SMOTE Boost, RusBoost,..)
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Jul 23, 2021 - Jupyter Notebook
This research advances credit card fraud detection by integrating machine learning and deep learning techniques. Key findings include improved model adaptability through hyperparameter tuning.
python
deep-learning
linear-regression
machine-learning-algorithms
data-visualization
naive-bayes-classifier
supervised-learning
hyperparameter-tuning
decision-tree-classifier
svm-classifier
lstm-neural-networks
random-forest-classifier
datacleaning
cnn-classification
adaboostclassifier
smote-algorithm
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Aug 7, 2024 - Jupyter Notebook
A collection of my practices using the following algorithms: DBSCAN, KNN, Decision Tree Classifier, K-means, Apriori, SMOTE, SVM
machine-learning
machine-learning-algorithms
k-means
knn
svm-model
decision-tree-classifier
apriori-algorithm
dbscan-clustering
kmeans-algorithm
k-means-clustering
knn-algorithm
dbscan-algorithm
svm-kernel
smote-algorithm
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Oct 2, 2022 - Jupyter Notebook
Data analysis, visualization and prediction to predict whether a patient has benign or malignant breast cancer based on properties of the cancer
data-science
machine-learning
random-forest
machine-learning-algorithms
data-visualization
dataset
data-analysis
decision-trees
breast-cancer-prediction
decision-tree-classifier
prediction-model
label-encoder
smote-algorithm
roc-auc-curve
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Feb 16, 2022 - Jupyter Notebook
Supervised Machine Learning and Credit Risk
machine-learning
scikit-learn
imbalanced-learning
balanced-random-forest
smoteenn
random-over-sampling
smote-algorithm
easy-ensemble-classifier
cluster-centroids-algorithm
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Sep 25, 2021 - Jupyter Notebook
Supervised Machine Learning and Credit Risk
machine-learning
confusion-matrix
adaboost
scikitlearn-machine-learning
supervised-machine-learning
imbalanced-learning
balanced-random-forest
random-over-sampling
smote-algorithm
easy-ensemble-classifier
cluster-centroids-algorithm
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Apr 27, 2022 - Jupyter Notebook
Predicting toxicity of molecules. Project on course "Data Mining 2"
machine-learning
data-mining
feature-selection
decision-tree-classifier
svm-classifier
ensemble-classifier
random-forest-classifier
ada-boost-classifier
rfe
corelation-of-features
boosting-ensemble
smote-algorithm
variance-threshold
select-k-best
bagging-classifier
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Sep 4, 2023 - Jupyter Notebook
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