Brainscape's Knowledge GenomeTM


Top Flashcards (Certified)
All Flashcards

ML

This class was created by Brainscape user Alessandro Viespoli. Visit their profile to learn more about the creator.

By: Alessandro Viespoli
Start Studying

Decks in this class (11)

Learning Model
What are the 6 key point of the f...,
What is the generalization error 2,
List all type of learning what ar...
14  cards
Linear Models
Definition of linear affine funct...,
Definition of halfspace when it i...,
When data are linearly separable 3
21  cards
Uniform Convergence
Define the uniform convergence pr...,
What is an e representative train...,
What if a training set s is e 2 r...
6  cards
Bias-Complexity tradeoff
What the no free lunch theorem st...,
When h is not pac learnable how d...,
What is the bias complexity trade...
3  cards
Model selection and validation
What is model selection 1,
What is validation describe the v...,
How does validation for model sel...
8  cards
Regularization
What is rlm what it does 1,
Describe the l1 regularization fu...,
Describe lasso 3
4  cards
Feature selection
What is feature selection why we ...,
Write down the optimization probl...,
How subset selection works algori...
5  cards
SVM
What is a margin what are the sup...,
Describe generally the equivalent...,
When soft svm are used describe t...
12  cards
Neural Networks
What is a neuron what is an activ...,
Describe a neural network type of...,
What is the architecture of a nn ...
8  cards
VC-dimension
Define the restriction of h to c 1,
What is a shattering 2,
Define what is the vc dimension w...
5  cards
Clustering
What is the difference beetween u...,
What is clustering what are the m...,
Formulate the clustering problem ...
12  cards

More about
ML

  • Class purpose General learning

Learn faster with Brainscape on your web, iPhone, or Android device. Study Alessandro Viespoli's ML flashcards now!

How studying works.

Brainscape's adaptive web mobile flashcards system will drill you on your weaknesses, using a pattern guaranteed to help you learn more in less time.

Learn more about spaced repetition

Add your own flashcards.

Either request "Edit" access from the author, or make a copy of the class to edit as your own. And you can always create a totally new class of your own too!

What's Brainscape anyway?

Brainscape is a digital flashcards platform where you can find, create, share, and study any subject on the planet.

We use an adaptive study algorithm that is proven to help you learn faster and remember longer....

Looking for something else?

Bordeaux ML
  • 16 decks
  • 745 flashcards
  • 17 learners
Decks: Firsts Etc, French Terms, Grapes White, And more!
CS7641-ML
  • 2 decks
  • 280 flashcards
  • 417 learners
Decks: Midtermexam, Final Exam, And more!
SSAT ML Master List
  • 30 decks
  • 604 flashcards
  • 17 learners
Decks: Ml Lesson 4, Ml Lesson 5, Ml Lesson 1, And more!
ML
  • 9 decks
  • 782 flashcards
  • 9 learners
Decks: Final Prep, Final Exam, Cs 7641 Final, And more!
Find Flashcards
Make Flashcards
Brainscape helps you reach your goals faster, through stronger study habits.
© 2025 Bold Learning Solutions. Terms and Conditions