ranger with random under sampling
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Updated
Apr 19, 2022 - R
#
random-undersampling
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This checks out data provided by the Kepler space telescope to study exoplanets.
machine-learning
statistics
deep-neural-networks
neural-network
artificial-neural-networks
matplotlib
support-vector-machines
multi-layer-perceptron
decision-tree-algorithm
k-nearest-neighbors
random-undersampling
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Updated
Apr 20, 2019 - Jupyter Notebook
Code used for the Kaggle competion: "Porto Seguro's Safe Driver Prediction" - a classification problem. Details can be found in the readme file
random-forest
kaggle-competition
randomforest
xgboost
logistic-regression
ann
smote
porto-seguro
random-undersampling
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Updated
Dec 27, 2021 - Jupyter Notebook
Предсказание оттока клиентов из банка
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Updated
Sep 26, 2023 - Jupyter Notebook
A binary classification task performed with machine learning in Python. The dataset's target distribution is heavily imbalanced. The model performance was evaluated with F1 scores.
naive-bayes
credit-card-fraud
logistic-regression
k-means
binary-classification
f1-score
resampling-methods
k-nearest-neighbors
adasyn
random-undersampling
light-gradient-boosting-machine
near-miss
smote-enn
class-imbalance-handling
random-oversampling
balanced-bagging
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Updated
Nov 19, 2024 - Jupyter Notebook
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