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We usually use feature normalization before using the Gaussian kernel in SVM.
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
normalization
machine-learning
+1
vote
1
answer
Suppose you are using RBF kernel in SVM with high Gamma value. What does this signify?
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
rbf-kernel
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1
answer
Suppose your model is demonstrating high variance across the different training sets. Which of the following is NOT valid way to try and reduce the variance?
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
variance
machine-learning
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vote
1
answer
You trained a binary classifier model which gives very high accuracy on the training data, but much lower accuracy on validation data. Which is false.
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
binary-classifier
+1
vote
1
answer
What is/are true about kernel in SVM? 1. Kernel function map low dimensional data to high dimensional space 2. It’s a similarity function
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
svm-kernel
+1
vote
1
answer
Suppose you have trained an SVM with linear decision boundary after training SVM,
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
machine-learning
+1
vote
1
answer
Which of the following can help to reduce overfitting in an SVM classifier?
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
svm-classifier
machine-learning
+1
vote
1
answer
How can SVM be classified?
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
svm-classification
+1
vote
1
answer
Which of the following are real world applications of the SVM?
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
svm-applications
machine-learning
+1
vote
1
answer
How does the bias-variance decomposition of a ridge regression estimator compare with that of ordinary least squares regression?
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
bias-variance
machine-learning
+1
vote
1
answer
The kernel trick
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
kernel-trick
machine-learning
+1
vote
1
answer
The cost parameter in the SVM means:
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
svm
machine-learning
+1
vote
1
answer
Which of the following evaluation metrics can not be applied in case of logistic regression output to compare with target?
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
machine-leaning
logistic-regression
+1
vote
1
answer
The firing rate of a neuron
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
machine-learning
+1
vote
1
answer
Which of the following can only be used when training data are linearlyseparable?
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
linearlyseparable
machine-learning
+1
vote
1
answer
What is the purpose of the Kernel Trick?
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
kernel-trick
machine-leaning
+1
vote
1
answer
A perceptron adds up all the weighted inputs it receives, and if it exceeds a certain value, it outputs a 1, otherwise it just outputs a 0.
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
machine-learning
+1
vote
1
answer
What are support vectors?
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
support-vectors
machine-learning
+1
vote
1
answer
The effectiveness of an SVM depends upon:
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
svm
+1
vote
1
answer
What do you mean by a hard margin?
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
hard-margin
machine-learning
+1
vote
1
answer
Impact of high variance on the training set ?
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
training-set
+1
vote
1
answer
Which of the following can only be used when training data are linearlyseparable?
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
linearlyseparable
+1
vote
1
answer
In multiclass classification number of classes must be
asked
Jan 12, 2023
in
Machine Learning
by
john ganales
multiclass-classification
0
votes
1
answer
What are the best security measures that you can take while using Kubernetes?
asked
Jan 11, 2023
in
Kubernetes K8s
by
sharadyadav1986
security-measures
kubernetes
0
votes
1
answer
What is a Headless Service?
asked
Jan 11, 2023
in
Kubernetes K8s
by
sharadyadav1986
headless-services
0
votes
1
answer
What is the difference between a replica set and a replication controller?
asked
Jan 11, 2023
in
Kubernetes K8s
by
sharadyadav1986
replication-controller
0
votes
1
answer
What is Container resource monitoring?
asked
Jan 11, 2023
in
Kubernetes K8s
by
sharadyadav1986
container-resource-monitoring
kubernetes
0
votes
1
answer
What do you understand by Cloud controller manager?
asked
Jan 11, 2023
in
Kubernetes K8s
by
sharadyadav1986
cloud-controller-manager
0
votes
1
answer
What is Ingress network, and how does it work?
asked
Jan 11, 2023
in
Kubernetes K8s
by
sharadyadav1986
kubernetes
ingress-network
0
votes
1
answer
What do you understand by load balancer in Kubernetes?
asked
Jan 11, 2023
in
Kubernetes K8s
by
sharadyadav1986
load-balancer
kubernetes
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