experiment.ExperimentAnalyser.(x_axis='num_of_queries')
Class to gathering, process and visualize active learning experiment results.
Normally, the results should be a list which contains k elements. Each element represents one fold experiment result. Legal result object includes:
- StateIO object.
- A list contains n performances for n queries.
- A list contains n tuples with 2 elements, in which, the first element is the x_axis (e.g., iteration, accumulative_cost), and the second element is the y_axis (e.g., the performance)
Functions include:
- Line chart (different x,y,axis, mean±std bars)
- Paired t-test
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