Question: Random Forest 395 samples 13 predictor No pre-processing Resampling: Cross-Validated (10 fold) Summary of sample sizes: 356, 355, 356, 355, 354, 355, ... Resampling results

Random Forest 395 samples 13 predictor No pre-processing Resampling: Cross-Validated (10 fold) Summary of sample sizes: 356, 355, 356, 355, 354, 355, ... Resampling results across tuning parameters: mtry RMSE Rsquared MAE 8 3.989000 0.2708997 3.061504 9 3.983695 0.2755591 3.044817 10 4.015589 0.2641646 3.071024 11 4.001328 0.2698668 3.043179 12 3.987341 0.2744834 3.036783 13 4.031782 0.2617230 3.063768 RMSE was used to select the

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Mathematics Questions!

tor When we print the generated KNN model, the output is as follows: KNN_fit k-Nearest Neighbors 600 samples 3 predictor 2 classes: '0', '1' No pre-processing Resampling: Cross-Validated (8 fold)...

INSTRUCTIONS ---> Python There are three parts to this project in Python. Please read all sections of the instructions carefully. I. Perceptron Learning Algorithm II. Linear Regression III....

INSTRUCTIONS There are three parts to this project in Python. Please read all sections of the instructions carefully. I. Perceptron Learning Algorithm II. Linear Regression III. Classification You...

In a randomized double-blind, placebo-controlled trial of children, an herb was tested as a treatment for upper respiratory infections in children. "Days of fever" was one criterion used to measure...

Introduction Random Forest is a renowned ensemble learning method used for classification and regression tasks. Familiarize yourself with Random Forest before doing this assignment. In summary, it...

please please help! I know this is a lot but my grade truly depends on this. THANK YOU In the context of this investigation, the 3005 invoices obtained by the CPA firm are our population of interest,...

Data Acquisition and Initial Analysis: Retrieve the MNIST dataset. Perform exploratory data analysis to understand the dataset's structure, including i . how many images ii . how many features and...

Machine Learning Model Implementation: Train a Random Forest classifier on the original dataset and record its performance. Use PCA to reduce the dataset's dimensionality to 1 7 4 . Train a new...

use only scikit learn , pandas,numpy and matplotlib no other libraries please no plagiarism Machine Learning Model Implementation: Train a Random Forest classifier on the original dataset and record...

What is the single most significant control consideration in connection with clever accounting and fraud in finance and investment accounts? Explain.

Jane received a large windfall of $50,000 in cash. As a result, she decided to take two years off from her job to travel the world. She has to think about her budget for the year. She must be able to...

7. All periods when interest rates are high are times when businesses tend not to expand. Use conversion, obversion, and contraposition to determine whether the following arguments are valid or...

After reading this part, summarize the backgroud of the compmany Leasing Decision at Magnet Beauty Products, Inc Introduction In late August 2010, Janette Clark, the owner of Magnet Beauty Products,...