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  1. .gitattributes +0 -2
  2. README.md +131 -0
  3. config.json +63 -0
  4. skops-ye71b_vi.pkl +3 -0
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README.md ADDED
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+ ---
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+ library_name: sklearn
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+ tags:
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+ - sklearn
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+ - skops
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+ - tabular-regression
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+ widget:
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+ structuredData:
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+ AveBedrms:
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+ - 0.9806451612903225
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+ - 1.0379746835443038
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+ - 0.9601449275362319
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+ AveOccup:
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+ - 2.587096774193548
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+ - 2.8658227848101268
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+ - 2.6449275362318843
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+ AveRooms:
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+ - 7.275268817204301
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+ - 5.39493670886076
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+ - 6.536231884057971
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+ HouseAge:
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+ - 38.0
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+ - 25.0
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+ - 39.0
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+ Latitude:
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+ - 37.44
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+ - 37.31
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+ - 34.16
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+ Longitude:
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+ - -122.19
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+ - -122.03
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+ - -118.07
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+ MedInc:
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+ - 9.3198
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+ - 5.3508
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+ - 6.4761
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+ Population:
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+ - 1203.0
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+ - 1132.0
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+ - 730.0
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+ ---
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+
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+ # Model description
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+
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+ [More Information Needed]
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+
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+ ## Intended uses & limitations
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+
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+ [More Information Needed]
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+
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+ ## Training Procedure
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+
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+ ### Hyperparameters
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+
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+ The model is trained with below hyperparameters.
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+
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+ <details>
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+ <summary> Click to expand </summary>
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+
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+ | Hyperparameter | Value |
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+ |--------------------------|---------------|
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+ | bootstrap | True |
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+ | ccp_alpha | 0.0 |
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+ | criterion | squared_error |
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+ | max_depth | |
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+ | max_features | 1.0 |
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+ | max_leaf_nodes | |
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+ | max_samples | |
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+ | min_impurity_decrease | 0.0 |
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+ | min_samples_leaf | 1 |
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+ | min_samples_split | 2 |
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+ | min_weight_fraction_leaf | 0.0 |
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+ | n_estimators | 100 |
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+ | n_jobs | |
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+ | oob_score | False |
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+ | random_state | |
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+ | verbose | 0 |
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+ | warm_start | False |
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+
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+ </details>
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+
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+ ### Model Plot
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+
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+ The model plot is below.
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+
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+ <style>#sk-container-id-2 {color: black;background-color: white;}#sk-container-id-2 pre{padding: 0;}#sk-container-id-2 div.sk-toggleable {background-color: white;}#sk-container-id-2 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-2 label.sk-toggleable__label-arrow:before {content: "▸";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-2 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-2 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-2 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-2 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-2 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-2 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: "▾";}#sk-container-id-2 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-2 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-2 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-2 div.sk-parallel-item::after {content: "";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-2 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 div.sk-serial::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-2 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-2 div.sk-item {position: relative;z-index: 1;}#sk-container-id-2 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-2 div.sk-item::before, #sk-container-id-2 div.sk-parallel-item::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-2 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-2 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-2 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-2 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-2 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-2 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-2 div.sk-label-container {text-align: center;}#sk-container-id-2 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-2 div.sk-text-repr-fallback {display: none;}</style><div id="sk-container-id-2" class="sk-top-container"><div class="sk-text-repr-fallback"><pre>RandomForestRegressor()</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class="sk-container" hidden><div class="sk-item"><div class="sk-estimator sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-2" type="checkbox" checked><label for="sk-estimator-id-2" class="sk-toggleable__label sk-toggleable__label-arrow">RandomForestRegressor</label><div class="sk-toggleable__content"><pre>RandomForestRegressor()</pre></div></div></div></div></div>
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+
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+ ## Evaluation Results
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+
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+ You can find the details about evaluation process and the evaluation results.
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+
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+
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+
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+ | Metric | Value |
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+ |----------|---------|
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+
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+ # How to Get Started with the Model
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+
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+ Use the code below to get started with the model.
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+
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+ <details>
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+ <summary> Click to expand </summary>
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+
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+ ```python
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+ [More Information Needed]
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+ ```
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+
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+ </details>
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+
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+
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+
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+
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+ # Model Card Authors
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+
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+ This model card is written by following authors:
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+
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+ [More Information Needed]
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+
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+ # Model Card Contact
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+
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+ You can contact the model card authors through following channels:
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+ [More Information Needed]
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+
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+ # Citation
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+
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+ Below you can find information related to citation.
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+
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+ **BibTeX:**
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+ ```
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+ [More Information Needed]
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+ ```
config.json ADDED
@@ -0,0 +1,63 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "sklearn": {
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+ "columns": [
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+ "MedInc",
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+ "HouseAge",
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+ "AveRooms",
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+ "AveBedrms",
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+ "Population",
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+ "AveOccup",
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+ "Latitude",
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+ "Longitude"
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+ ],
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+ "environment": [
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+ "scikit-learn=1.1.1"
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+ ],
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+ "example_input": {
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+ "AveBedrms": [
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+ 0.9806451612903225,
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+ 1.0379746835443038,
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+ 0.9601449275362319
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+ ],
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+ "AveOccup": [
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+ 2.587096774193548,
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+ 2.8658227848101268,
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+ 2.6449275362318843
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+ ],
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+ "AveRooms": [
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+ 7.275268817204301,
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+ 5.39493670886076,
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+ 6.536231884057971
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+ ],
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+ "HouseAge": [
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+ 38.0,
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+ 25.0,
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+ 39.0
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+ ],
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+ "Latitude": [
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+ 37.44,
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+ 37.31,
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+ 34.16
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+ ],
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+ "Longitude": [
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+ -122.19,
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+ -122.03,
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+ -118.07
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+ ],
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+ "MedInc": [
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+ 9.3198,
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+ 5.3508,
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+ 6.4761
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+ ],
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+ "Population": [
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+ 1203.0,
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+ 1132.0,
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+ 730.0
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+ ]
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+ },
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+ "model": {
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+ "file": "skops-ye71b_vi.pkl"
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+ },
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+ "task": "tabular-regression"
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+ }
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+ }
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