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1 answer
14.3k
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How to calculate Accuracy, Precision, Recall or F1?
In the following example, calculate Accuracy, Precision, Recall or F1?https://i.imgur.com/OezFpqC.png
commented
Aug 12, 2020
Machine Learning
machine-learning
accuracy
precision
recall
ml-exercise
ml-midterm
ele888-final
ai-final
+
–
1
answers
1 answer
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....
comment edited
Aug 12, 2020
Machine Learning
machine-learning
covariance-matrix
eigen-vector
eigen-value
pca
ml-exercise
ele888-final
+
–
1
answers
1 answer
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...
commented
Aug 11, 2020
Deep Learning
machine-learning
deep-learning
ml-exercise
cnn
ml-final
ele888-final
ai-final
+
–
2
2 answers
10.5k
10.5k views
How to optimize weights in Logistic Regression?
The hypothesis (model) of Logistic Regression which is a binary classifier ( $y =\{0,1\} $) is given in the equation below:Hypothesis$S(z)=P(y=1 | x)=h_{\theta}(x)=\frac{...
commented
Jul 15, 2020
Machine Learning
machine-learning
logistic-regression
batch
mini-batch
epoch
ml-exercise
ele888-midterm
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