Idriss Rami — Notes
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Tag: machine-learning
50 items with this tag.
May 21, 2026
AUC
machine-learning
evaluation
May 21, 2026
Accuracy (ML)
machine-learning
evaluation
May 21, 2026
Active learning
machine-learning
data-collection
May 21, 2026
Automated labelling
machine-learning
data-collection
May 21, 2026
Binary cross-entropy
machine-learning
May 21, 2026
Classification (ML)
machine-learning
May 21, 2026
Confusion matrix
machine-learning
evaluation
May 21, 2026
Crowdsourcing labels
machine-learning
data-collection
May 21, 2026
Curse of dimensionality
data-science
machine-learning
May 21, 2026
Data leakage
machine-learning
May 21, 2026
Decision threshold
machine-learning
evaluation
May 21, 2026
Dimensionality reduction
data-science
machine-learning
May 21, 2026
Directional derivative
calculus
vector-calculus
machine-learning
May 21, 2026
F1 score
machine-learning
evaluation
May 21, 2026
False negative
machine-learning
evaluation
May 21, 2026
False positive rate (FPR)
machine-learning
evaluation
May 21, 2026
False positive
machine-learning
evaluation
May 21, 2026
Generalization (machine learning)
machine-learning
May 21, 2026
Gradient descent
machine-learning
optimization
May 21, 2026
Gradient
calculus
machine-learning
May 21, 2026
Hyperparameter
machine-learning
May 21, 2026
K-fold cross-validation
machine-learning
May 21, 2026
Label noise
machine-learning
data-collection
May 21, 2026
Learning rate
machine-learning
optimization
May 21, 2026
Linear regression
machine-learning
May 21, 2026
Logistic regression
machine-learning
May 21, 2026
Loss function
machine-learning
May 21, 2026
Majority voting (labelling)
machine-learning
data-collection
May 21, 2026
Mean squared error
machine-learning
May 21, 2026
Normalization
data-science
preprocessing
machine-learning
May 21, 2026
Polynomial regression
machine-learning
May 21, 2026
Precision (ML)
machine-learning
evaluation
May 21, 2026
Principal Component Analysis
data-science
machine-learning
dimensionality-reduction
May 21, 2026
ROC curve
machine-learning
evaluation
May 21, 2026
Recall (sensitivity)
machine-learning
evaluation
May 21, 2026
Regression
machine-learning
May 21, 2026
Reinforcement learning
machine-learning
May 21, 2026
Sigmoid function
machine-learning
May 21, 2026
Specificity (TNR)
machine-learning
evaluation
May 21, 2026
Supervised learning
machine-learning
May 21, 2026
Test set
machine-learning
May 21, 2026
Train-test split
machine-learning
May 21, 2026
Training set
machine-learning
May 21, 2026
True negative
machine-learning
evaluation
May 21, 2026
True positive
machine-learning
evaluation
May 21, 2026
Unsupervised learning
machine-learning
May 21, 2026
Validation set
machine-learning
May 21, 2026
scikit-learn pipeline
data-science
machine-learning
python
May 21, 2026
scikit-learn
data-science
machine-learning
python
May 21, 2026
t-SNE
data-science
machine-learning
dimensionality-reduction