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Hi, I am a participant of Hacktoberfest. I would like to add code for Decision tree in AI ML Folder. Kindly assign me this issue. Thank you.
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Might be good to start with a decision tree of when you want to use scRNA, bulk RNA, bulk sorted, insitu hybridization, etc
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begining to codding the tree decicision
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- Выбрать между ID3 и C4.5
- Напарсить тестовых данных из VK
- Посмотреть готовые реализации алгоритмов (под C#/Java), или хотя бы как это сделано у Betawolf
- Закодить алгоритм
- Прогнать на тест…
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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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Research into decision trees to make sure they will fit into our needs, and run a small model if possible.
Define progress:
- [x] Why pick decision trees over the random forest? Find reasons.
- [x…
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Problem reading the decision tree:
> Does the media contain only video and no audio?
gives us, in the 'Yes and' column:
> … and the audio does not contain dialog or narration but does contain…
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InvocationException Traceback (most recent call last)
in
----> 1 plot_decision_tree(clf, X_train.columns,df.columns[1])
in plot_decision_tree(clf, feature_name, target_na…
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Note: these can be executable 😀
https://github.com/SilverDecisions/SilverDecisions/wiki/Gallery