Systems and methods for classifying vehicle trips

A computing device, comprising:

• one or more processors;
• and
• memory storing instructions that, when executed by the one or more processors, cause the computing device to:
• obtain telematics data comprising a set of geographic locations and a set of times that a vehicle was at each geographic location;
• determine a set of trips based on the telematics data, wherein:
• each trip in the set of trips comprises a starting location, a first time the vehicle was at the starting location, an ending location, and a second time the vehicle was at the ending location;
• and
• the starting location and the ending location are indicated in the set of geographic locations;
• determine a set of features for each trip in the set of trips;
• and
• classify each trip in the set of trips based on the set of features for each trip, wherein a classified trip comprises a label indicating if the classified trip is a business trip or a personal trip and a confidence metric indicating a probabilistic likelihood that the label correctly identifies whether the classified trip is the business trip or the personal trip.

A non-transitory machine-readable medium storing instructions that, when executed by one or more processors, cause the one or more processors to perform steps comprising:

• obtaining telematics data comprising a set of geographic locations and a set of times that a vehicle was at each geographic location;
• determining a set of trips based on the telematics data, wherein:
• each trip in the set of trips comprises a starting location, a first time the vehicle was at the starting location, an ending location, and a second time the vehicle was at the ending location;
• and
• the starting location and the ending location are indicated in the set of geographic locations;
• determining a set of features for each trip in the set of trips;
• and
• classifying each trip in the set of trips based on the set of features for each trip, wherein a classified trip comprises a label indicating if the classified trip is a business trip or a personal trip and a confidence metric indicating a probabilistic likelihood that the label correctly identifies whether the classified trip is the business trip or the personal trip.