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Answers by tofighi
1
1 vote
1.2k
1.2k views
Best algorithm for table reservation
What kind of algorithm would best for following problem.I try to forecast reservation of different kind of tables. Let's say I have 100 different tables, which are reserv...
answered
Oct 21, 2019
Machine Learning
machine-learning
algorithm
time
+
–
0
0 votes
620
620 views
ideas and opinion on what kind of analyses needs to be done
Hello Guys,I have been given a task where I need to analyse the impact of all the products that were discontinued last year on the customers and sales? I work for a retai...
answered
Aug 1, 2019
General
data-science
+
–
0
0 votes
653
653 views
What are the key features of Python?
answered
Jul 9, 2019
Python Interview Questions
python
python-basics
python-interview
+
–
0
0 votes
652
652 views
What are the most important Python libraries for data science?
answered
Jul 7, 2019
General
data-science
python
library
+
–
0
0 votes
1.8k
1.8k views
How to create def for cross_val_score related to linear regression problem?
def cross_val_score(estimator,X,y,scoring,cv): scores=cross_val_score scores_rmse=np.sqrt(-scores) print('Scores: ',scores_rmse) print("Mean:", scores_rms...
answered
Jul 7, 2019
Programming
linear-regression
+
–
0
0 votes
890
890 views
What are the types of Classification and regression algorithms in Machine learning ?
For example, Logistic regression is classification likewise what are the other types? I am a bit confused.
answered
Jun 28, 2019
Machine Learning
machine-learning
+
–
1
1 vote
7.6k
7.6k views
How to perform a classification or regression using k-NN?
Suppose, you have given the following dataset where x and y are the 2 features and color Red or Blue is the target variable.a) A new data point $x=1$ and $y=1$ is given. ...
answered
Jun 26, 2019
Machine Learning
machine-learning
knn
regression
classification
ml-exercise
ml-midterm
ele888-midterm
+
–
0
0 votes
20.9k
20.9k views
How to calculate k-means clustering with a numerical example?
Use the k-means algorithm and Euclidean distance to cluster the following 8 examples into 3 clusters:$A1=(2,10), A2=(2,5), A3=(8,4), A4=(5,8), A5=(7,5), A6=(6,4), A7=(1,2...
answered
Jun 26, 2019
Machine Learning
machine-learning
k-means
ml-exercise
ml-midterm
ele888-midterm
+
–
0
0 votes
4.9k
4.9k views
How to calculate the class probabilities and classify using Naive Bayes classifier for NLP?
We want to use Naive Bayes for tagging documents. It is a classification task that we want to assign a class (tag) to each string. We currently have two tags: Sport and N...
answered
Jun 26, 2019
Machine Learning
machine-learning
naive-bayes
nlp
natural-language-process
ml-exercise
ele888-final
ai-final
+
–
0
0 votes
20.4k
20.4k views
How to calculate Covariance Matrix and Principal Components for PCA?
The dataset with two features $(x,y)$ is shown as follows (note $y$ in this example is the second feature, not a target value):xy2.52.40.50.72.22.91.92.23.13.02.32.72.01....
answered
Jun 26, 2019
Machine Learning
machine-learning
covariance-matrix
eigen-vector
eigen-value
pca
ml-exercise
ele888-final
+
–
0
0 votes
9.1k
9.1k views
How to calculate convolutions on a CONV layer for a Convolutional Neural Network?
Assume we have a $5\times5$ px RGB image with 3 channels respectively for R, G, and B. IfR2000012001201021210101020G0212211100002202002002111B0100111201102021011012112 We...
answered
Jun 26, 2019
Deep Learning
machine-learning
deep-learning
ml-exercise
cnn
ml-final
ele888-final
ai-final
+
–
0
0 votes
2.9k
2.9k views
What is the difference between cross-validation and validation set?
I am confused about this figure. Is not this a cross-validation test or we have a fixed few examples for which it is tested while you also have various folds being tested...
answered
Jun 19, 2019
Machine Learning
machine-learning
cross-validation
validation-set
test-set
+
–
1
1 vote
9.4k
9.4k views
In DBSCAN algorithm, how should we choose optimal eps and minimum points?
answered
Jun 13, 2019
Machine Learning
machine-learning
runs
unsupervised-learning
dbscan
+
–
0
0 votes
535
535 views
What are the available libraries for continuous time hidden markov models ?
answered
Jun 11, 2019
Data Science
data-science
python
+
–
0
0 votes
564
564 views
What is the best approach for learning Web Development? Hands-On vs Theoretical?
answered
Jun 9, 2019
Web Development
web-programming
web-development
web-framework
programming
+
–
0
0 votes
779
779 views
How do I Plot the linear classifier calculated with LIBLINEAR using sklearn?
Make a scatter plot where the x-axis is the height of the citizens and the y-axis is the weight of the citizens. The color of the points need to be different for males an...
answered
May 20, 2019
Machine Learning
machine-learning
linear-regression
visualization
+
–
0
0 votes
709
709 views
What are some best features of Python3 in comparison to Python2?
Python3 and Python2 seems so similar, and the only changes which are obvious are some changes in functions such as print that now needs parentheses. Are there other impro...
answered
May 20, 2019
Python
python
syntax
python3
python2
comparison
+
–
0
0 votes
1.8k
1.8k views
Could you please explain math symbols behind Machine Learning equations?
answered
May 18, 2019
Machine Learning
math
machine-learning
symbol
+
–
0
0 votes
641
641 views
What are the best resources you know for learning web programming?
answered
May 13, 2019
Web Development
resources
programming
web-programming
+
–
0
0 votes
593
593 views
is impossible predict hours time series to minutes time series?
https://stackoverflow.com/questions/55930051/is-impossible-predict-hours-time-series-to-minutes-time-series i want to this hours time series predict model to minute predi...
answered
May 2, 2019
Deep Learning
machine-learning
lstm
deep-learning
keras
+
–
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