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Exact(4)
In this case, figures ranged from 34.4% to 69.7% of false negative cases, in the most predictive algorithm.
In the most predictive algorithm (that using five diagnostic and five surgical codes) Positive Predictive Value estimates ranged from 55.9%CI9595% 42.4-68.8) to 74.3% (CI95% 67.0-80.6).
On the other hand, incident cases which were actually prevalent were also the main cause of false positive cases in the most predictive algorithm (data ranged from 66.7% of false cases in MD to 82.1% in BD).
S: sensitivity, PPV: Positive Predictive Value; CI95%: Confidence Interval assuming a type I error of 5% The most sensitive strategy (algorithm 2) was that which used diagnostic codes from position 1 to 5; whereas the most predictive (algorithm 4) (i.e. the highest PPV) was that which considered concurrent diagnoses and procedures from positions 1 to 5 (Table 2).
Similar(56)
Teams with the most advanced predictive algorithms would have an advantage.
To identify the most predictive miRNAs, we used the survival risk prediction algorithm implemented in BRB-ArrayTools on SS samples described above.
Then we used these high relevant genes as input in the ABC algorithm to determine the most predictive and informative genes.
In a vast collection of epigenetic marks (20 histone methylations and 18 histone acetylations), genetic algorithms indicated that the most predictive histone modification signals within enhancers are H3K4me1 and H3K4me3 [9].
A selection of the most predictive questions by CART analysis provided a stronger algorithm, though a more complex one that was far from perfect.
Final models were developed by selecting the baseline covariates that were most predictive of the respective outcomes using a backward stepwise algorithm that used the Akaike information criterion (AIC) as the metric to retain the best, but simplest, model.
This case is comparable to the algorithm proposed in [28] which selects the most predictive model for the most similar chemical compound of q.
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com