Notice: This page requires JavaScript to function properly.
Please enable JavaScript in your browser settings or update your browser.
Lære Challenge: Outlier Detection Using MAD Rule | Statistical Methods in Anomaly Detection
Data Anomaly Detection

Sveip for å vise menyen

book
Challenge: Outlier Detection Using MAD Rule

Oppgave

Swipe to start coding

Now, you will use the MAD rule to detect outliers in the California Housing Dataset. It contains various features related to housing characteristics in different districts in California.

In this task, we will detect outliers in the column MedInc, which stands for Median Income.

Your task is to:

  1. Fill in all gaps in mad() function to calculate Mean Absolute Deviation.
  2. Calculate the threshold using value 3 as a threshold value.
  3. Specify the rule to detect outliers that will be stored in the outliers variable.

Løsning

Switch to desktopBytt til skrivebordet for virkelighetspraksisFortsett der du er med et av alternativene nedenfor
Alt var klart?

Hvordan kan vi forbedre det?

Takk for tilbakemeldingene dine!

Seksjon 2. Kapittel 6
single

single

Spør AI

expand

Spør AI

ChatGPT

Spør om hva du vil, eller prøv ett av de foreslåtte spørsmålene for å starte chatten vår

close

Awesome!

Completion rate improved to 6.67

book
Challenge: Outlier Detection Using MAD Rule

Oppgave

Swipe to start coding

Now, you will use the MAD rule to detect outliers in the California Housing Dataset. It contains various features related to housing characteristics in different districts in California.

In this task, we will detect outliers in the column MedInc, which stands for Median Income.

Your task is to:

  1. Fill in all gaps in mad() function to calculate Mean Absolute Deviation.
  2. Calculate the threshold using value 3 as a threshold value.
  3. Specify the rule to detect outliers that will be stored in the outliers variable.

Løsning

Switch to desktopBytt til skrivebordet for virkelighetspraksisFortsett der du er med et av alternativene nedenfor
Alt var klart?

Hvordan kan vi forbedre det?

Takk for tilbakemeldingene dine!

close

Awesome!

Completion rate improved to 6.67

Sveip for å vise menyen

some-alt