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Add scikit-learn KNN model example
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metadata
library_name: sklearn
tags:
  - sklearn
  - skops
  - tabular-classification
model_format: pickle
model_file: model-stock.pkl
widget:
  structuredData:
    x0:
      - -2.91869894329896
      - 1.2861311367611363
      - -0.17676780746347887
    x1:
      - 4.378017491251676
      - -3.150744413325807
      - -3.268596999474564
    x10:
      - 0.8047174523586147
      - -1.2969581776011339
      - 0.31762144434782824
    x11:
      - -3.2390344195350487
      - 1.1959946004673214
      - 0.7563114595834011
    x12:
      - -0.5746008540164298
      - 3.3486745844798804
      - 2.948767259442758
    x13:
      - 3.5915430703361673
      - 3.5265729573580655
      - 0.015963649217312414
    x14:
      - 0.8137258237766396
      - -3.6846723813183138
      - -0.0726270826536789
    x2:
      - 1.660608706929798
      - -2.915945269906298
      - -0.2966018717870358
    x3:
      - 5.717843051082721
      - 0.6565179693281937
      - 3.2575477536637036
    x4:
      - -1.319254071176227
      - 3.2948523559028287
      - 1.5435232801320602
    x5:
      - -2.9780546324477646
      - -1.3618488406102902
      - 1.5867699986090962
    x6:
      - 1.6471024314152358
      - 1.3658191827488237
      - -1.4529064414158699
    x7:
      - 0.3525021389263907
      - 1.3302365122960365
      - 0.09438131139298833
    x8:
      - -0.44858117376143913
      - 0.9049016837557153
      - 2.195212749960551
    x9:
      - 0.5394501179095126
      - -2.85779169799503
      - 1.3981326527555564

Model description

[More Information Needed]

Intended uses & limitations

[More Information Needed]

Training Procedure

Hyperparameters

The model is trained with below hyperparameters.

Click to expand
Hyperparameter Value
algorithm auto
leaf_size 30
metric minkowski
metric_params
n_jobs
n_neighbors 3
p 2
weights uniform

Model Plot

The model plot is below.

KNeighborsClassifier(n_neighbors=3)
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Evaluation Results

[More Information Needed]

How to Get Started with the Model

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Model Card Authors

This model card is written by following authors:

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Model Card Contact

You can contact the model card authors through following channels: [More Information Needed]

Citation

Below you can find information related to citation.

BibTeX:

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