Question: Compared to precision - recall curves, ROC is generally preferred on balanced datasets large datasets imbalanced datasets small datasets

"Compared to precision-recall curves, ROC is generally preferred on"
balanced datasets
large datasets
imbalanced datasets
small datasets

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 Databases Questions!

Q:

The doctor asked me to do the following project; I did it I have the code & the result; now please organize me; he asked me to write a short PPT; how it could be ? give me indications steps ( each...

Q:

Please solve the following project: Intrusion Detection Systems ( IDS ) with IoT Systems Project Goals Data Exploration: Navigate IoT traffic datasets to identify structures, patterns, and potential...

Q:

Random Forest: Random Forest shows high precision, recall, accuracy, and F 1 - Score. It seems to perform well across the board. Consider using this model as a strong baseline or benchmark. Decision...

Q:

Problem # 8 : ( 1 point ) Evaluating the performance of a classification model involves using various metrics to understand different aspects of its predictions. Consider a binary classification...

Q:

Factors encouraging cycle commuting in Scotland Big Data Fundamentals Coursework Daniel Devine CS982 Big Data Technologies Computer and Information Sciences University of Strathclyde, Glasgow 5th...

Q:

What Is This Data? Story about the Dataset You are a data scientist at an internet startup selling online products. The marketing team is getting ready to run a new ad campaign and want you to build...

Q:

# ! / usr / bin / env python # coding: utf - 8 # In [ 2 ] : from sklearn.neighbors import KNeighborsClassifier from sklearn.metrics import accuracy _ score, precision _ score, recall _ score,...

Q:

Machine Learning; Compare performance of model of both before and after hyperparameter tuning data stated below. Please analyze for below data only. Not the general. Suggest the ML model that,...

Q:

Question 3b: Precision and Recall While you may achieve high test accuracy, what about precision and recall? Precision (also called positive predictive value) is the fraction of true positives among...

Q:

Machine Learning; Compare performance of model of both before and after hyperparameter tuning data stated below. Please analyze for below data only. Not the general Before hyperparameter Tuning of...

Q:

A 60-year-old man visits the physician because of worsening cough and orthopnea. On physical examination, he has dullness to percussion at the lung bases and diffuse crackles in the upper lung...

Q:

Answer to the question below: Amanda and Bill are married with 2 children. The couple separated on March 2021 and bill moved to his own apartment. The children remained with Amanda but spent every...

Q:

annuity involves depositing or investing a single sum of money and allowing it to grow for several years true or false

Q:

Compared with half a century ago, adoption has become _ _ _ _ _ _ _ _ _ common, but it is more open and acceptabl e , so we probably discuss it _ _ _ _ _ _ _ . fill in the blanks more or much less or...

Q:

=+3 What can HR do to minimize the impact of this sort of employee mobility?

Q:

=+Should there be any constraints on this freedom of movement? Should employers be

Q:

=+free to pirate employees from competitors?