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pydata-sphinx-theme.css
text-start{text-align:left!important}.text-end{text-alig...op:.5rem;text-align:left}th{text-align:inherit;text-align:-w...scikit-learn.org/stable/_static/styles/pydata-sphinx-theme.css -
fetch_20newsgroups — scikit-learn 1.6.1 documen...
on a Text Dataset Semi-supervised Classification on a Text Dataset...Classification of text documents using sparse features Clustering text documents...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_20newsgroups.html -
preprocessing.rst.txt
K_{test} - 1'_{\text{n}_{samples}} K - K_{test} 1_{\text{n}_{samples}}...>>> X_train, X_test, y_train, y_test = train_test_split(X, y, random_state=42)...scikit-learn.org/stable/_sources/modules/preprocessing.rst.txt -
6.6. Random Projection — scikit-learn 1.6.1 doc...
-\sqrt{\frac{s}{n_{\text{components}}}} & & 1 / 2s\\ 0 &\text{with probability}...reduction: applications to image and text data. In Proceedings of the...scikit-learn.org/stable/modules/random_projection.html -
HashingVectorizer — scikit-learn 1.6.1 document...
classification of text documents Out-of-core classification of text documents...Clustering text documents using k-means Clustering text documents...scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.HashingVectorizer.html -
index.css
sk-landing-subheader { color: white; text-shadow: 0px 0px 8px var(--sk-landing-bg-1);...0.8rem; color: var(--pst-color-text-base); } div.sk-landing-body...scikit-learn.org/stable/_static/styles/index.css -
linear_model.rst.txt
cost of :math:`O(n_{\text{samples}} n_{\text{features}}^2)`, assuming...that :math:`n_{\text{samples}} \geq n_{\text{features}}`. .....scikit-learn.org/stable/_sources/modules/linear_model.rst.txt -
What is vector search? Better search with ML | ...
including text and images, transforming it...the unstructured data beyond text, such as videos, images, and...www.elastic.co/what-is/vector-search -
3.4. Metrics and scoring: quantifying the quali...
(pre-test and post-tests): \[\text{post-test odds} = \text{Likelihood...recall: \[\text{precision} = \frac{\text{tp}}{\text{tp} + \text{fp}},\]...scikit-learn.org/stable/modules/model_evaluation.html -
sg_gallery-rendered-html.css
var(--sg-text-color); background-color: var(--sg-text-color);...html[data-theme="light"] { --sg-text-color: #000; --sg-background-color:...scikit-learn.org/stable/_static/sg_gallery-rendered-html.css