davidgamma
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... commit message ...
Browse files- README.md +157 -3
- config.json +137 -0
- model.pkl +3 -0
README.md
CHANGED
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---
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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-classification
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model_format: pickle
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model_file: model.pkl
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widget:
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- structuredData:
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x0:
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- -0.09392700711129204
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- 2.371755361225434
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- 0.9671947566078468
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x1:
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- 1.6715939059930913
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- 1.0187539498438483
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- 0.31581839557288527
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x10:
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- 1.974051683532626
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- 0.5529279014966972
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- 1.4204609635013674
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x11:
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- 0.2611945709034309
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- 0.6196937299076192
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- 1.190400503805864
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x12:
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- -0.10332312980738237
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- -1.5650628809571772
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- -1.519967717751437
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x13:
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- -0.19920098627926822
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- 0.5095640242994445
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- -0.3729003029693749
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x14:
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- 0.6242153953856313
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- -1.0186442123275312
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- -3.0604199544158504
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x15:
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- -0.8808380741451728
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- -1.2523426524049155
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- -0.7973581049651146
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x16:
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- 1.0661014648120772
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- 0.028663896855952335
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- 1.3294361695442827
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x17:
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- -0.16809563986134812
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- 1.5728684096371472
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- 2.403793617769665
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x18:
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- -0.40971494857613056
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- -2.0685626995449002
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- -2.6352772611427193
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x19:
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- -0.48150986525698813
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- 1.2364168667276738
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- 2.180976940508645
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x2:
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- -0.6858149404655255
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- -2.5704433172483783
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- -0.2805726481338807
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x3:
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- -0.9938521434003649
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- 0.004948433682649548
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- 0.12386186534436842
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x4:
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- -1.5351676597000408
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- -0.06686764679970754
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- -1.1398384472701109
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x5:
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- 0.05599600888975593
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- 0.7388591828858628
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- -0.014210997630448757
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x6:
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- -0.14538476476312687
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- 0.954051151587725
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- 1.4942788646796958
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x7:
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- 1.705729977752746
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- 0.45072299069455823
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- -0.27356356357396394
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x8:
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- 0.6083980206344903
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- 0.500745387789729
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- -0.13961381253754068
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x9:
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- 0.3675427037708833
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- -0.19653609210222556
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- -2.081336638897732
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---
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# Model description
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[More Information Needed]
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## Intended uses & limitations
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[More Information Needed]
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## Training Procedure
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[More Information Needed]
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### Hyperparameters
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<details>
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<summary> Click to expand </summary>
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| Hyperparameter | Value |
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|--------------------------|---------|
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| ccp_alpha | 0.0 |
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| class_weight | |
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| criterion | gini |
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| max_depth | |
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| max_features | |
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| max_leaf_nodes | |
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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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| random_state | |
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| splitter | best |
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</details>
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### Model Plot
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<style>#sk-container-id-5 {color: black;background-color: white;}#sk-container-id-5 pre{padding: 0;}#sk-container-id-5 div.sk-toggleable {background-color: white;}#sk-container-id-5 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-5 label.sk-toggleable__label-arrow:before {content: "▸";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-5 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-5 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-5 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-5 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-5 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-5 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: "▾";}#sk-container-id-5 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-5 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-5 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-5 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-5 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-5 div.sk-parallel-item::after {content: "";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-5 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-5 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-5 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-5 div.sk-item {position: relative;z-index: 1;}#sk-container-id-5 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-5 div.sk-item::before, #sk-container-id-5 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-5 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-5 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-5 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-5 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-5 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-5 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-5 div.sk-label-container {text-align: center;}#sk-container-id-5 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-5 div.sk-text-repr-fallback {display: none;}</style><div id="sk-container-id-5" class="sk-top-container" style="overflow: auto;"><div class="sk-text-repr-fallback"><pre>DecisionTreeClassifier()</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-5" type="checkbox" checked><label for="sk-estimator-id-5" class="sk-toggleable__label sk-toggleable__label-arrow">DecisionTreeClassifier</label><div class="sk-toggleable__content"><pre>DecisionTreeClassifier()</pre></div></div></div></div></div>
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## Evaluation Results
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[More Information Needed]
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# How to Get Started with the Model
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[More Information Needed]
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# Model Card Authors
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This model card is written by following authors:
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[More Information Needed]
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# Model Card Contact
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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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# Citation
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Below you can find information related to citation.
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**BibTeX:**
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```
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[More Information Needed]
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```
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config.json
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{
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"sklearn": {
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"columns": [
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"x0",
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"x1",
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"x2",
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"x3",
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"x4",
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"x5",
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"x6",
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"x7",
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"x8",
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"x9",
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"x10",
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"x11",
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"x12",
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"x13",
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"x14",
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"x15",
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"x16",
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"x17",
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"x18",
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"x19"
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],
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"environment": [
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"scikit-learn=1.2.2"
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],
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"example_input": {
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"x0": [
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-0.09392700711129204,
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2.371755361225434,
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0.9671947566078468
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],
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"x1": [
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1.6715939059930913,
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1.0187539498438483,
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0.31581839557288527
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],
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"x10": [
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1.974051683532626,
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0.5529279014966972,
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1.4204609635013674
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],
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"x11": [
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0.2611945709034309,
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0.6196937299076192,
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1.190400503805864
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],
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"x12": [
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-0.10332312980738237,
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-1.5650628809571772,
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-1.519967717751437
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],
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"x13": [
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-0.19920098627926822,
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0.5095640242994445,
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-0.3729003029693749
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],
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"x14": [
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0.6242153953856313,
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-1.0186442123275312,
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-3.0604199544158504
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],
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"x15": [
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-0.8808380741451728,
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-1.2523426524049155,
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-0.7973581049651146
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],
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"x16": [
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1.0661014648120772,
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0.028663896855952335,
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1.3294361695442827
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],
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"x17": [
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-0.16809563986134812,
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1.5728684096371472,
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2.403793617769665
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],
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"x18": [
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-0.40971494857613056,
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-2.0685626995449002,
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-2.6352772611427193
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],
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"x19": [
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-0.48150986525698813,
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1.2364168667276738,
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2.180976940508645
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],
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"x2": [
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-0.6858149404655255,
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-2.5704433172483783,
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-0.2805726481338807
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],
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"x3": [
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-0.9938521434003649,
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0.004948433682649548,
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0.12386186534436842
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],
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model.pkl
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:106972a76869ac523ec7e3f414ce1088126f3413e1d006d2fb88347187e4e291
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size 48369
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