CompEstBenchmark

A data.frame produced by the CompEst() function, comprised of the following columns: size, time, memory, NlogN_X

to.model

a string indicatif if the function deals "time" or "memory" data

_Benchmark procedure to fit complexity functions to a data.frame of time or memory values

Make an empirical guess on the time and memory complexities of an algorithm or a function.
Tests multiple, increasing size random samples of your data and tries to fit various complexity functions o(n), o(n2), o(log(n)), etc.
Based on best fit, it predicts the full computation time on your whole dataset. Results are plotted with 'ggplot2'.

CompEstBenchmark: Complexity Estimation and Prediction

Description

Usage

Arguments

Value