(44). to ensure convergence.
However, this algorithm cannot ensure convergence.
Standard NMF can only ensure convergence to local minima, which enables the reconstruction of the signal spectrogram but cannot discriminate between percussive and harmonic frequency bases.
Successive approximations have been worked out to ensure convergence.
where M has been introduced to ensure convergence.
We adjusted the "ratedev" parameter to obtain average acceptance rates between approximately 20 and 40% [76], and we repeated all analyses two times to ensure convergence to the same distribution of parameter estimates.
Each branch-site model was run multiple times to ensure convergence of log-likelihood values.
The MCMC was run for 108 generations to ensure convergence of all parameters.
Analyses were run in duplicate to ensure convergence of the posterior distribution, demonstrating repeatability of the result.
Three thousand 'Monte Carlo' simulations were undertaken to ensure convergence.
