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training-testing

Here are 5 public repositories matching this topic...

Dhathrinarne / Loan-Approval-Prediction

Built a Logistic Regression model in R to predict housing loan approvals using financial and demographic data. Performed data preprocessing, feature engineering, and model evaluation using ROC curve and confusion matrix. Achieved ~74% accuracy, showcasing the effectiveness of ML in loan decision-making.

machine-learning data-analysis logistic-regression confusion-matrix data-preprocessing roc-curve r-studio loan-prediction-analysis training-testing handling-missing-value

Updated Mar 23, 2026

ShanmugapriyaMurugavel / Applied-Machine-Learning

Applied Machine Learning projects includes: a supervised machine learning model to classify emails from the given dataset as spam and not-spam. 2.

training testing exploratory-data-analysis eda word-cloud feature-extraction supervised-learning bag-of-words datasets tokenization stemming supervised-machine-learning bag-of-visual-words pre-processing supervised-classification-methods training-testing

Updated Aug 7, 2023
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nlacey111 / Machine-Learning

Machine Learning projects from undergrad.

natural-language-processing sentiment-analysis neural-network random-forest sklearn accuracy confusion-matrix decision-trees multi-layer-perceptron principal-component-analysis decision-tree-classifier k-nearest-neighbours svc support-vector-classifier random-tree training-testing mean-squared-error

Updated Jan 7, 2025
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gzmgrnmz / machine_learning_prediction

exploratory-data-analysis machine-learning-algorithms logistic-regression support-vector-machines decision-tree svm-training svm-classifier k-nearest-neighbours classification-trees svm-kernel training-testing

Updated Oct 23, 2023
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jazaoo13 / LDA_QDA_Iris_Dataset

Implementation of LDA and QDA classifiers using the Iris dataset. Includes data normalization, training, testing, and accuracy measurement.

python classifier data-science machine-learning lda normalization iris-dataset qda training-testing

Updated Jul 16, 2024
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