Python->Spyder(anaconda)

AI & Machine Learning, Python — incorrectly specified categories?

Добрый день, нужно сделать проект. Стоимость предлагайте сами.

Implement a random forest classifier from scratch using Gini Impurity measure.

Classes that you should implement are "DecisionTree" and "RandomForest".

User should be able to run program with following parameters:

-t, --train_file : csv file with data (required)
-s, --train_test_split : how many of datapoint will be used for tests (default and min 0.2 while max 0.8)
-c, --clasification_column : name of column in dataset with classification data (required)
--max_depth : Maximum depth of tree, dafault value is 5 and this is a ineteger
--acceptable_impurity : Level of impurity at which we no longer split nodes, default value 0

Script should output visualisation of trees as png files as well as txt file with information about correctnes level on test dataset.

As a result you should upload

code as .py
visualisation od single tree
txt file with information about prediction quality

You must use provided depression dataset and attempt to predict if someone is depressed or not.

Dataset description (columns):

Surveyid Villeid
sex
Age
Married
Numberchildren educationlevel
totalmembers (in the family) gainedasset
durableasset saveasset
livingexpenses otherexpenses
incomingsalary incomingownfarm incomingbusiness
incomingnobusiness
incomingagricultural farmexpenses
laborprimary lastinginvestment
nolastinginvestmen
depressed: [ Zero: No depressed] or [One: depressed] (Binary for target class)
the main objective is to show statistic analysis and some data mining techniques.

The dataset has 23 columns or dimensions and a total of 1432 rows or objects.

Proposals 2

Oleg Babich

0 0

Projects -
Rating -
Rating 18

Budget: 2000 UAH Deadline: 7 days

Ранее имплементировал подобные алгоритмы. Проект выглядит понятно и не сложно.

Tair W

93 1

Projects 96
Rating -
Rating 4 226

Budget: 10000 RUB Deadline: 5 days

Здравствуйте
Я Python разработчик
Разбираюсь в Machine learning
Реализовывал алгоритм random forest ранее
Создавал алгоритм для распознавния ботов в вк
Можете посмотреть в профиле
Готов взяться за работу
Уже выполнял разичные работу по машинному обчению
Можете посмотреть в отзывах, все остаются довольны

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