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Recent questions tagged learning
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votes
1
answer
Describe the role of shrinkage (learning rate) in XGBoost.
asked
Jul 11, 2024
in
XGBoost
by
rajeshsharma
shrinkage
learning
rate
xgboost
0
votes
1
answer
Which technique is used for reducing the variance of a machine learning model by combining predictions from multiple models?
asked
Jul 10, 2024
in
Machine Learning
by
SakshiSharma
machine
learning
model
0
votes
1
answer
Which machine learning algorithm is particularly well-suited for dealing with textual data and is based on probability theory?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
algorithm
0
votes
1
answer
Which technique is used for handling missing data in machine learning datasets?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
datasets
0
votes
1
answer
What is the primary objective of the term “bias” in machine learning?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
bias
machine
learning
0
votes
1
answer
In reinforcement learning, what is the function that estimates the expected future reward given a specific state and action pair?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
reinforcement
learning
0
votes
1
answer
What is the primary advantage of using a deep learning architecture for machine learning tasks?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
deep
learning
architecture
0
votes
1
answer
What is the main purpose of cross-validation in machine learning?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
cross-validation
in
machine
learning
0
votes
1
answer
Which machine learning technique allows models to make decisions based on past experiences and feedback from their environment?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
technique
0
votes
1
answer
Which machine learning algorithm is used for both regression and classification tasks and is based on averaging the predictions of multiple weak learners?
asked
Jul 8, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
algorithm
0
votes
1
answer
Which machine learning algorithm is commonly used for classification tasks and is based on finding the best hyperplane that separates data points into different classes?
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
algorithm
0
votes
1
answer
What is the name of the technique used to deal with overfitting in machine learning models?
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
overfitting
machine
learning
models
0
votes
1
answer
The loss function in a machine learning model measures:
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
model
measures
0
votes
1
answer
What is the process of feeding a machine learning model with data to adjust its internal parameters and improve performance?
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
model
0
votes
1
answer
Which machine learning algorithm is inspired by the behavior of neurons in the human brain?
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
algorithm
0
votes
1
answer
In unsupervised learning, the primary task is:
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
unsupervised
learning
0
votes
1
answer
What is the process of preparing raw data by cleaning, transforming, and normalizing it for machine learning?
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
cleaning
transforming
and
normalizing
imachine
learning
0
votes
1
answer
Which type of machine learning algorithm is trained on labeled data to make predictions on new, unseen data?
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
algorithm
0
votes
1
answer
What is the main goal of machine learning?
asked
Jul 2, 2024
in
Machine Learning
by
rajeshsharma
machine
learning
0
votes
1
answer
Can you give an example of a task where zero-shot learning might be useful, and explain why?
asked
Jun 25, 2024
in
Generative AI
by
rahuljain1
zero-shot
learning
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