# Quiz Machine Learning

## Quiz by Syarifah Permai

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31 questions
• Q1

Dalam Pemodelan ada 2 variabel yaitu Independent variables and Dependent variable

true
false
True or False
30s
• Q2

Jika Variabel dependen merupakan variabel numerik, apakah metode yang bisa digunakan untuk memprediksi nilai dari varibel dependen tersebut?

Logistic Regression

Naive Bayes

K-Means

Linear Regression

30s
• Q3

Which algorithm is based on the concept of probability theory and Bayes' theorem?

Naive Bayes

Support Vector Machine (SVM)

K-Means

Decision Tree

30s
• Q4

Proses untuk mengatasi missing values dan data yang tidak konsisten disebut dengan

Building a Model

Data Pre-Processing

Data Gathering

Model Evaluation

30s
• Q5

Which algorithm is suitable for finding patterns in data based on similarity measures?

Naive Bayes

Random Forest

K-Nearest Neighbors

Support Vector Machine (SVM)

30s
• Q6

Berikut ini yang termasuk dalam Machine Learning, KECUALI

Unsupervised Learning

Reinforcement Learning

Transfer Learning

Supervised Learning

45s
• Q7

Which algorithm is used for ensemble learning by combining multiple weak learners to create a strong learner?

K-Means

Decision Tree

Linear Regression

30s
• Q8

Berikut ini yang termasuk dalam Machine Learning Algorithms, KECUALI

Regression

Classification

Hypothesis Testing

Clustering

45s
• Q9

Which algorithm is known for its ability to handle non-linear relationships between input and output?

Linear Regression

K-Nearest Neighbors

Support Vector Machine (SVM)

Decision Tree

30s
• Q10

Artificial Intelligence merupakan bagian dari Machine Learning

false
true
True or False
30s
• Q11

Which algorithm is used for finding patterns in data through unsupervised learning?

Naive Bayes

K-Means

Logistic Regression

Random Forest

30s
• Q12

Berikut ini contoh dari hasil analisis

Hypothesis Testing

Clustering

Classification

Regression

30s
• Q13

Which algorithm is useful for handling high-dimensional data?

Naive Bayes

K-Nearest Neighbors

Principal Component Analysis (PCA)

30s
• Q14

Prediksi Nilai mahasiswa jika dia belajar selama 10 jam.

Jika model regresinya berikut:

Nilai = 20 + 6 Jam belajar

26

20

80

60

60s
• Q15

Which algorithm is used for both classification and regression tasks with a hyperplane separating classes in high-dimensional space?

Support Vector Machine

Random Forest

Decision Tree

K-Means

30s

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