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In this set of experiments, acquisition of images took 5 minutes and generated accuracy of detection and quantification.
A set of 100 randomly generated accuracy test samples (hereinafter given as synthetic samples in this publication) was generated for blind testing of the system for accuracy.
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Then these images are fed into our structure from motion (SfM) processing to generate accuracy pose estimation and 3D points.
We then went on to utilize model-fitting marker genes to generate accuracy measurements for binary classification of breast cancer relapse risk.
Data obtained with the automated MATLAB script were used to generate accuracy reports for our model consisting of false positives/negatives and true positives/negatives.
By tracking cells over successive oscillations, we measure the timescale of transcriptional variability between cells and show that oscillating stimulation is a mechanism that can act to override variability and generate accuracy in gene expression.
In the macroaverage accuracy (maAccuracy), we generated the accuracy for each and reported the mean and standard deviation (SD) over 10-fold results.
The A/D converters require the sequence of control signals to be generated with accuracy on the order of a few dozen of nanoseconds.
The outputs by the presented method were then compared with the ground truth data to generate confusion matrices [22] and other performance indices were generated, including accuracy, true positive rate, true negative rate, false positive rate, false negative rate and precision for quantitative performance evaluation on cancerous cell segmentation.
Translation of our 2D-DIGE data to the new protein biochip yielded analogous results: analysis of a well-defined AD collective versus healthy controls generated high accuracy of 92 % (Fig. 3).
For 2001 MODIS time-series data, SVM generated overall accuracies ranging from 77% to 80% for training sample sizes from 20 to 800 pixels per class, compared to 67 76% and 62 73% for NN and CART, respectively.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com