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**### Title: Model Evaluation and Comparison for Loan Prediction**
**Description:**
This issue pertains to the implementation and evaluation of various machine learning models for predicting loa…
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#if you want to have influence on the tree generator you can pass the generator as argument:
from sklearn.ensemble import GradientBoostingRegressor
gb = GradientBoostingRegressor(n_estimators=50, …
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I'm working on an application where I'd like to retrieve the standard deviation of the predictions made by the trees within an ensemble (currently a `tfdf.keras.RandomForestModel`) to use as an estima…
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- MLP
- Dense(128, ReLU), Dense(2, softmax), categorized outputs; batch size 128
- 0.84665 score 5 fold cv
- Dense(256, ReLU), Dense(2, softmax), categorized outputs; batch size 128
- …
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An ensemble of boosted trees can be trivially multi-threaded at inference time. We should support an option to set the threads for model inference for ingest.
The solution may be to support a "mode…
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Could you please explain more about the tree you placed at the end? How to read it, what does it mean, what kind of information to gather from this?
Thank you!
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## Context: the new `global_dtype` fixture and `SKLEARN_RUN_FLOAT32_TESTS` environment variable
Introduction of low-level computational routines for 32bit motivated an extension of tests to run the…
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**Description**
I've loaded a model via `v2/repository/models/simple/load` endpoint.
But when querying `v2/repository/index` endpoint I get a `[]` as a responce.
**Triton Information**
What ver…
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I want to draw SHAP partial dependence plots with regression lines + and histograms.
I am using kernal explainer for multioutput regression as a wrapper models for xgboost / lgbm/ xgbr/ RF/ etc.
…
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**Describe the bug**
Ok so this typo I found while reading **07_ensemble_learning_and_random_forests.ipynb**
In the markdown cell after cell number **Out[44]** we can see it is written: **"The line…