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Based on this dataset, find the adjusted gain ratio from Shape.?

Find the adjusted gain ratio from Color.?

Find the adjusted gain ratio from Odor.?

If you want to discretize (categorize) Diameter, which boundary gives you the highest adjusted gain ratio?(If the boundary isx, then there are two groups, one with Diameter less than or equal tox, and another with Diameter greater thanx. Therefore, your task is to determine the best possible value ofxfor this dataset.)?

If you are building a C4.5 (J48 in WEKA) decision tree, what should be the root node?

AutoSave O OFF ~ 4 6 . 6 6 - Document2 Q . Search in Document Home Insert Draw Design Layout References Mailings Review View Share Comments Arial * 10 A" A" Aa A T AaBbCcDdE AaBbCcDdE AaBbCcDc AaBbCcDdE AaBb( AaBbCcDdEt AaBbCcDdEe AaBbCcDdEe Paste BI U ab X x A LA Normal No Spacing Heading 1 Heading 2 Title Subtitle Subtle Emph Emphasis Styles Pane Shape Color Odor Diameter Edible C 0.5 0.8 1.0 W 1.2 0. 6 D 1.5 1.2 3.0 The frequency chart for this dataset is given below. Edible Shape Color Odor Based on this dataset, find the adjusted gain ratio from Shape. 0.04 0.188 0.37 0.433 0.12 0.125 Find the adjusted gain ratio from Color. 0.048 0.319 0.18 0.375 Find the adjusted gain ratio from Odor. 0.375 0.433 0.18 0.04 0.125 If you want to discretize (categorize) Diameter, which boundary gives you the highest adjusted gain ratio ?(If the boundary is x, then there are two groups, one with Diameter less than or equal to x, and another with Diameter greater than x. Therefore, your task is to determine the best possible value of x for this dataset.) 0.8 2.0 1.2 1.5 1.0 If you are building a C4.5 (J48 in WEKA) decision tree, what should be the root node? Page 1 of 2 206 words X English (United States) Focus E + 100%