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class-weights

Here are 12 public repositories matching this topic...

hardikasnani / sentiment-analysis-leveraging-lstm

I built Sentiment Analysis models leveraging a deep learning approach utilizing the customer reviews of Amazon products. Since Long Short Term Memory Network (LSTM) is very effective in dealing with long sequence data and learning long-term dependencies, I used it for automatic sentiment classification of future product reviews.

natural-language-processing sentiment-analysis amazon tensorflow sklearn word-embeddings keras lstm recall glove padding product-reviews tokenization smote class-weights oversample

Updated Dec 12, 2022
Jupyter Notebook

robail-yasrab / dataset_weights

python pytorch loss-functions cross-entropy class-weights cross-entropy-loss crossentropyloss weighted-loss class-weight dataset-weight cross-entropy-loss-weight weights-of-dataset weights-of-dataset-classes

Updated Jun 17, 2020
Python

mustafahakkoz / Advertisement-CTR-Prediction

A submission for HUAWEI - 2020 DIGIX GLOBAL AI CHALLENGE

out-of-core ctr-prediction mini-batch-gradient-descent class-weights target-encoding unbalanced-data sgd-classifier

Updated Sep 18, 2021
Jupyter Notebook

AhmetZamanis / UsedCarKicksClassification

Imbalanced classification with scikit-learn and PyTorch Lightning.

Updated Jul 10, 2023
Python

coderzbx / segnet-help-scripts

training segnet class-weights

Updated May 31, 2017
Python

emma-horton / Leveraging-Machine-Learning-to-Predict-Liver-Cirrhosis-Outcomes-from-Clinical-Data

Predicting liver cirrhosis outcomes using machine learning models based on clinical data.

machine-learning random-forest gradient-boosting-classifier clinical-data class-weights

Updated Sep 12, 2024
Jupyter Notebook

Mehrab-Kalantari / CNN-Chest-Xray

Building a Convolutional Neural Network on a smaller sample of chest X-ray dataset

deep-learning cnn convolutional-neural-networks data-augmentation imbalanced-data class-weights

Updated Sep 7, 2023
Jupyter Notebook

robail / Dataset-class-weight-calculate

python class pytorch calculate dataset weight class-weights class-website dataset-class-weight-calculate mseloss mseloss-weight

Updated Mar 21, 2019
Python

raj-1411 / Adaptive-Mix-Up

Adaptive Mix-Up for Highly Imbalanced Medical Image Classification

imbalanced-learning class-weights imbalanced-classification mix-up balanced-mix-up

Updated Dec 22, 2022
Python

MazinOnsa / SPEAKER-ACCENT-RECOGNITION

python3 speech-recognition outlier-detection mfcc multicollinearity smote class-weights imbalanced-learn

Updated Mar 29, 2022
Jupyter Notebook

shimaa83 / X-ray

deep learning model to classify x-ray

deep-learning keras vgg16 vgg19 fine-tuning class-weights implancec

Updated Aug 4, 2024
Jupyter Notebook

Anushkundu / Animal-Image-Classification

Effective deep learning approaches for animal classification.

deep-learning cross-validation accuracy recall transfer-learning f1 precision evaluation-metrics cnn-keras loss-functions cnn-classification class-weights pre-trained-model reducelearningrate stratified-k-fold

Updated Jan 2, 2025
Jupyter Notebook

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