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conda install -c conda-forge python-graphviz
conda install -c anaconda pip
echo %PATH%
where Python
where conda
import graphviz
from graphviz import Digraph
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There is an inconsistency in algorithm names (and the selection available) across the following parameters. Let's choose a single standard and support backwards compatibility. At least between Grid …
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### Issue Description
When explaining GradientBoostingClassifier, passing 'probability' or 'predict_proba' in the TreeExplainer object returns the log odds explanations and not the probability of the…
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### Evaluation
- [ ] [Confusion matrices](https://towardsdatascience.com/understanding-confusion-matrix-a9ad42dcfd62)
- [Source 2](https://en.wikipedia.org/wiki/Confusion_matrix)
- [ ] [Precision…
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Dear developers,
I am using a stacking ensemble model whose base-classifiers in the first layer are tree models, but the meta-classifier in the second layer is LR. I tried to use SHAP v0.40.0 to ca…
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### Describe the bug
I fit two random forests (with just one tree each) with identical parameters, but for the second one I disable the row subsampling by setting `bootstrap=False` and instead pass…
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Hi, I found that for regression algorithm in apply_forest function (mean) the labels type **_T_** of model should be exact Float64:
```julia
function apply_forest(forest::Ensemble{S, T}, features:…
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import pandas as pd
from sklearn.cross_validation import train_test_split
from sklearn import tree
from sklearn.externals.six import StringIO
from sklearn.ensemble import RandomForestClassifier
f…
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Hello,
I am having trouble using dragnet with python3.9. In particular, I get an error like this when importing dragnet:
```
root@2e4bbb389174:/home# python3
Python 3.9.2 (default, Feb 19 2021,…
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- [ ] Apply at least four different learning algorithms (from different major groups: Support Vector Machines, Neural Networks, Nearest Neighbor Classifiers, Naive Bayes, Decision Trees, Generalized L…