What process results in a Markov chain?

Which is a drawback of using the Monte Carlo method for solving reinforcement learning problems?

Figure 4: Transactions Dataset Transaction ID Items Bought 1 {a, b, d, e} 2 {b, c, d} 3 {a, b, d, e} 4 {a, c, d, e} 5 {b, c, d, e} 6 {b, d, e} 7 {c, d} 8 {a, b, c} 9 {a, d, e} 10 {b, d}   Review the table labeled Figure 4: Transactions Dataset. You are using rule mining on a large dataset, and the table is a part of the dataset. If the itemset {a,b,c,d} is determined to be frequent, which of the transactions in the table are also frequent?

Figure 1: Centroid X and Y Values Data X Y x1 1 1 x2 6 6 x3 7 7 x4 3 2 x5 6 8 x6 2 1 x7 2 3   Review the table labeled Figure 1: Centroid X and Y Values. You decided to cluster the table data into two clusters using K-mean clustering. Initially, point x1 is chosen as Centroid1 and point x2 is chosen as Centroid2. Using Euclidean distance measure, what will be the final X and Y values of the Centroids after the first iteration of the K-mean clustering algorithm?

The K-means algorithm results in what type of clusters?

If each record of your data has 170 attributes, which approach provides a compressed representation of your data?

For an online video streaming service, you find that the itemsets {a,b,c,f,g} and {c,d,f} are frequent. You mine the rule {c,d,f} → {a,b,g}, but you figure out it is not confident. Which other rule is also not confident?

Figure 4: Transactions Dataset Transaction ID Items Bought 1 {a, b, d, e} 2 {b, c, d} 3 {a, b, d, e} 4 {a, c, d, e} 5 {b, c, d, e} 6 {b, d, e} 7 {c, d} 8 {a, b, c} 9 {a, d, e} 10 {b, d}   Review the table labeled Figure 4: Transactions Dataset. You are using rule mining on a large dataset, and the table is a part of the dataset. If the itemset {c,e} is determined to be infrequent, which of the transactions in the table are also infrequent?

Water is the main solute of the body.

  Label number 3 in the picture above the layers of the uterus