Archive: Need details on Machine learning topics
Budget
21$
per month
Posted: 5 years ago
Closed
- Description
- ● Logistic Regression
* Univariate Logistic Regression
**Binary Classification
** Sigmoid Curve
** Odds and Log Odds
* Multivariate Logistic Regression
** Feature Elimination using RFE
** Manual Feature Elimination using p-value
** Train Model
*** Confusion metrics and accuracy
** Model Evaluation
● Multilevel Classification
* Data balancing
** Using under sampling
** Using oversampling
** Using SMOTE method
* Train Model using different Classification Algorithm
** Multinomial Logistic Regression
** Naive Bayes
* Model Evaluation
Skills:
machine learning,tutorial,algorithm development,bayesian / bayesian networks / bayes rule,classification,regression analysis
- Category
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