Usefulness Analysis for the Tool's Usage: Scalability (Individual)

[pedropaulofb]

Considering only taxonomies that do not have inconsistencies and divergences, plot 2 line graphs (for ac and for an execution modes) with 3 lines each and with error bars (standard error?).

Plotted Lines:

• Line A: average execution time for all rules (total_time of Times csv file) of all executions of each taxonomy (NUMBER_OF_EXECUTIONS_PER_DATASET_PER_PERCENTAGE).
  • A1: using 10% of known classes as input
  • A2: using 50% of known classes as input
  • A3: using 90% of known classes as input

Axis:

• Y axis: execution time in ms
• X axis: number of classes the taxonomy has (use all taxonomies according to the consideration to be adopted)

Calculate:

• The line/curve function for evidencing that the software is polynomial

[pedropaulofb]

Reevaluate this issue after analyzing the taxonomies.csv file to be created (Tester's unibz-core/Scior-Tester#20).

[pedropaulofb]

@mozzherina, you can perform this analysis in February.