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Types of Machine Learning

This version was saved 4 years, 2 months ago View current version     Page history
Saved by /pd
on February 14, 2020 at 9:36:53 pm
 
Vector  Structured Learning  Unstructured Learning  Reinforced Learning 
What

Needs Humans 

Learn relationships

Needs explicit output 

explore data

no explicit output 

perform a task

get rewards 
When to use 

Classify data - humans

define type of behaviour

algorithms form new data sets  

No data classification 

Finds patterns with data set 

reclassification data to  form new data

No Training data

NO end state

Need to interact with model to derive output 
How to use 

Label all input data

define output

find connections between data sets

apply algos to form new data sets 

Unlabeled data

infers structures from data

ID's groups of data with same behaviour

Takes an action/task

gets a reward optimzation based on best series of actions 

 

 

 

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