Login
Remember
Register
Ask Data Science!
About
All Activity
Q&A
Questions
Hot!
Unanswered
Tags
Categories
Users
Ask a Question
Ask a Question
Recent questions tagged ml-exercise
Ask a question:
0
votes
1
answer
3.5k
views
How to calculate the residual errors, (MSE),(MAE), and (RMSE)?
asked
Jan 26, 2023
in
Machine Learning
by
AskDataScience
(
115k
points)
residual
linear-regression
ml-midterm
ml-exercise
machine-learning
ele888-midterm
0
votes
1
answer
1.7k
views
How to create a Decision Tree using the ID3 algorithm?
asked
Dec 1, 2021
in
Machine Learning
by
AskDataScience
(
115k
points)
decision-tree
entropy
ml-exercise
ai-final
+3
votes
1
answer
3.9k
views
How to update the weights in backpropagation algorithm when activation function in not linear?
asked
Aug 10, 2020
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
deep-learning
neural-network
backpropagation
back-propagation
ml-exercise
ml-final
ele888-final
+2
votes
1
answer
4.1k
views
How to calculate the class probabilities and classify using Naive Bayes classifier?
asked
Aug 10, 2020
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
naive-bayes
ml-exercise
ele888-final
ai-final
+1
vote
1
answer
2.5k
views
How to calculate residual errors for linear regression and interpret regression metrics?
asked
Feb 18, 2020
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
linear-regression
residual
mae
mse
rmse
mape
mpe
ml-exercise
ml-midterm
+3
votes
1
answer
5.3k
views
How to calculate the probability and accuracy of a Logistic Regression classifier?
asked
Feb 3, 2020
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
ml-exercise
logistic-regression
probability
ml-midterm
ele888-midterm
+2
votes
1
answer
5.2k
views
How to calculate Accuracy, Precision, Recall or F1?
asked
Jan 27, 2020
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
accuracy
precision
recall
ml-exercise
ml-midterm
ele888-final
ai-final
+4
votes
1
answer
4.9k
views
How to perform a classification or regression using k-NN?
asked
Jun 26, 2019
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
knn
regression
classification
ml-exercise
ml-midterm
ele888-midterm
+2
votes
1
answer
16.7k
views
How to calculate k-means clustering with a numerical example?
asked
Jun 26, 2019
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
k-means
ml-exercise
ml-midterm
ele888-midterm
+2
votes
1
answer
2.7k
views
How to calculate the class probabilities and classify using Naive Bayes classifier for NLP?
asked
Jun 26, 2019
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
naive-bayes
nlp
natural-language-process
ml-exercise
ele888-final
ai-final
+2
votes
1
answer
13.6k
views
How to calculate Covariance Matrix and Principal Components for PCA?
asked
Jun 26, 2019
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
covariance-matrix
eigen-vector
eigen-value
pca
ml-exercise
ele888-final
+5
votes
1
answer
5.4k
views
How to calculate convolutions on a CONV layer for a Convolutional Neural Network?
asked
Jun 26, 2019
in
Deep Learning
by
AskDataScience
(
115k
points)
machine-learning
deep-learning
ml-exercise
cnn
ml-final
ele888-final
ai-final
+2
votes
2
answers
6.6k
views
How to optimize weights in Logistic Regression?
asked
Jun 5, 2019
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
logistic-regression
batch
mini-batch
epoch
ml-exercise
ele888-midterm
+3
votes
1
answer
4.1k
views
How to update weights in backpropagation algorithm (a numerical example)?
asked
Apr 11, 2019
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
deep-learning
backpropagation
back-propagation
gradient-decent
ml-exercise
ml-final
ele888-final
0
votes
1
answer
845
views
How to calculate univariate linear regression?
asked
Apr 11, 2019
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
linear-regression
ml-exercise
+3
votes
2
answers
5.7k
views
How to calculate Softmax Regression probabilities in this example?
asked
Apr 4, 2019
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
softmax-regression
softmax
ml-exercise
ml-midterm
ml-final
ele888-midterm
ele888-final
ai-final
+3
votes
1
answer
6k
views
How to calculate feed-forward (forward-propagation) in neural network?
asked
Apr 4, 2019
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
feed-forward
forward-propagation
deep-learning
ml-exercise
ml-final
ele888-midterm
ele888-final
ml-midterm
+2
votes
1
answer
4.1k
views
How to update weights using gradient decent algorithm?
asked
Mar 28, 2019
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
deep-learning
gradient-decent
backpropagation
cost-function
linear-regression
ml-exercise
ele888-final
+3
votes
1
answer
6.9k
views
How to calculate Softmax Regression probabilities?
asked
Mar 21, 2019
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
softmax-regression
softmax
ml-exercise
ele888-midterm
ele888-final
ml-midterm
ai-final
+3
votes
1
answer
4.5k
views
How to calculate LogLoss in logistic regression?
asked
Mar 18, 2019
in
Machine Learning
by
AskDataScience
(
115k
points)
machine-learning
logistic-regression
loss
ml-exercise
ele888-midterm
ml-midterm
Page:
1
2
next »
Most popular tags
machine-learning
statistics
python
data-science
hci
design
programming
ml-exercise
deep-learning
python-basics
python-interview
discrete-math
resources
probability
ele888-final
ml-midterm
linear-regression
cloud-computing
data
ai-final
ele888-midterm
normal-distribution
combination
classification
math
interview
jupyter-notebook
predict
books
data-analysis
nlp
scikit-learn
ml-final
knn
percentile
data-cleaning
sentiment-analysis
permutation
cheat-sheet
k-means
unsupervised-learning
natural-language-process
logistic-regression
expected-value
test-set
naive-bayes
dataframe
median
web-development
logic
clustering
supervised-learning
pandas
reference
psychology
ask-data-science
onehotencoder
hive
gpc
dataproc
backpropagation
random-forest
cognitive-computing
tensorflow
pca
random-variable
decision-tree
big-data
artificial-intelligence
plots
overfitting
algorithm
anaconda
mean
back-propagation
neural-network
mongodb
gcp
entropy
web-programming
gradient-decent
softmax-regression
softmax
lstm
match
soccer
epoch
residual
tidy-data
sentiment
recommender-system
refs
outlier
quantile
validation-set
feature-engineering
aws
histograms
display
solution-manual
Categories
All categories
Programming
(38)
Data Science
(130)
Machine Learning
(77)
Deep Learning
(9)
Artificial Intelligence
(3)
Web Development
(8)
Mobile Development
(0)
Cloud Computing
(10)
Human Computer Interaction
(92)
Python Interview Questions
(18)
Data Science Interview Questions
(19)
Machine Learning Interview Questions
(17)
Deep Learning Interview Questions
(2)
Recent questions tagged ml-exercise
423
questions
363
answers
99
comments
559
users
...