experiment. ExperimentAnalyser

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