Error Bars from Scientific Research

Decoding performance for different initialization batch sizes. Coefficient of determination (R 2 ) between ground truth and predicted location by CaImAn Online (red), Suite2p (green), CaImAn Batch (pink) and FIOLA (blue) with initialization batch sizes of 500, 1000, 1,500 and 3,000. Open circles represent the result of one round of cross-validation. Filled circles represent the average of fivefold cross-validation. Data are represented as the mean s.d. Significance was determined using the two-sided dependent t -test between FIOLA with different initialization batch sizes and Suite2p ( n = 5). * P < 0.05, ** P < 0.01, *** P < 0.001, NS, not significant.

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