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How to choose the optimal features in Random Forest using R

Selecting the optimal biomarkers in Random Forest.

Hua Zou

Last updated on Apr 25, 2023 Machine Learning

How to choose the optimal features in Random Forest using R

How to download taxa profile of multiple samples

Here, using Rscript to download data from curatedMetagenomicData.

Hua Zou

Last updated on Nov 11, 2022 7 min read Tool

Machine Learning on gut microbiota of patients with Colorectal cancer (9)

Predictive Model using Random Forest on gut microbiota.

Hua Zou

Last updated on Nov 3, 2022 Machine Learning

Machine Learning on gut microbiota of patients with Colorectal cancer (8)

Comparison between different classifiers.

Hua Zou

Last updated on Nov 2, 2022 Machine Learning

Machine Learning on gut microbiota of patients with Colorectal cancer (7)

Tuning parameters for optimal Classifier.

Hua Zou

Last updated on Nov 1, 2022 Machine Learning

Machine Learning on gut microbiota of patients with Colorectal cancer (6)

Predictive model using Support Vector Machine on gut microbiota.

Hua Zou

Last updated on Oct 31, 2022 Machine Learning

Machine Learning on gut microbiota of patients with Colorectal cancer (5)

Differential Analysis for feature selection before building machine learning model.

Hua Zou

Last updated on Oct 30, 2022 Machine Learning

Machine Learning on gut microbiota of patients with Colorectal cancer (4)

Data PreProcessing before building machine learning model.

Hua Zou

Last updated on Oct 29, 2022 Machine Learning

Machine Learning on gut microbiota of patients with Colorectal cancer (3)

Exploratory Data Analysis before performing machine learning.

Hua Zou

Last updated on Oct 28, 2022 Machine Learning

Machine Learning on gut microbiota of patients with Colorectal cancer (2)

Subsetting dataset for machine learning.

Hua Zou

Last updated on Oct 27, 2022 Machine Learning