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please help! Automobile accidents. ataset contains information on 42,183 actual automobile accidents in 2001 in the The d United States that involved one of three

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Automobile accidents. ataset contains information on 42,183 actual automobile accidents in 2001 in the The d United States that involved one of three levels of injury (MAX_SEV_IR): No Injury MAX_SEV_IR-0), Injury (MAX_SEV_IR-1). For each accident, additional information is recorded, such as day of week, weather conditions, and road type. A firm might be interested in developing a system for quickly classifying the severity of an accident based on initial reports and associated data in the system (some of which rely on GPS-assisted reporting) Our goal here is to predict whether an accident just reported will involve an injury or will not. For this purpose, there are two classes: No Injury and Injury. Using the given 12 records in the following table, please 1. 2. Train a Decision Tree based on Information Gain. Predict the class label of a case with Weather_Related1, traffic_Condition_Related 1, and Speed_Limit>50 ID Speed_Limit Traffic Condition_Related Weather Related MAX SEV IR 1 50 2 40 4 40 50 50 >50

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