The strengths and weaknesses of the 1R algorithm are shown in the following table:
Strengths Weaknesses
• Generates a single, easy-tounderstand, human-readable rule of thumb
• Often performs surprisingly well
• Can serve as a benchmark for more complex algorithms
• Uses only a single feature
• Probably overly simplistic