Fig. 4

Effect of sample size per behaviour on classifier accuracy (20% of segments are mixed). Bars indicate 95% confidence intervals and solid lines the average. Simulation conditions—pure-pure: train and test with pure, single-behaviour segments only; pure-mixed: train with pure only and test with mixed and pure; mixed-pure: train with mixed and pure and test with pure only; mixed-mixed: train and test with mixed and pure segments