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Decision trees are well-suited for supervised learning tasks, where the goal is to predict an output variable based on input features. The tree structure allows for easy interpretation of how the input variables are related to the output, making it ideal for classification and regression tasks. K-means Clustering: A clustering technique used in unsupervised learning. PCA: A dimensionality reduction technique, not a supervised learning algorithm. k-Nearest Neighbors (k-NN): While k-NN can be used for supervised learning, decision trees are generally more interpretable. Support Vector Machines (SVM): While SVMs are also used in supervised learning, decision trees offer more visual interpretability.
A man invested a certain amount of sum at 12.5% per annum simple interest and earned an interest of Rs.2800 after 4 years. If the same amount is investe...
Shivam invested 24000 at 8% p.a. simple interest for ‘x’ months. If at the end of ‘x’ months, he received a total amount of Rs.27200. What is th...
The simple interest received on a sum at the rate of 4 percent per annum is 3/5 of the sum. What is the time period?
Soni gets a SI of Rs. 3360 on a certain principle at the rate of 7%p.a. in 2 years. What CI will she get on twice the principal in 2 years at the same r...
A man invested certain sum at 5% p.a. simple interest for his son who was 10 years old. If the amount received by the son when he was 30 years old is Rs...
A person invested Rs. P on simple interest at the rate of 15% for 5 years, and he invested Rs.(P + 100) at 10% compound interest for 2 years. The total ...
The difference between compound and simple interest on a sum of money for 2 years at 4% per annum is Rs. 626. The sum is:
A sum of ₹5,000 is invested at 8% simple interest per annum for 3 years. After 3 years, the interest is reinvested at 6% compound interest for 2 years...
Person 'P' invested ₹4y at a simple interest rate of 35% per annum and ₹3y at a compound interest rate of 20% per annum (compounded annually), both ...
'Aarav' deposited Rs. 5,400 in a SIP at simple interest of 9% p.a. If he earned Rs. 2,916 as interest, then find the duration (in years) for which the m...