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The full model provided a relatively high pseudo R value (30.8%), but further research is needed to assess predictive performances for other settings in a cross-validation procedure (prediction parameters computed on a random 50% development sample, tested on the remaining 50% validation setting).
With that procedure, prediction of nephrotoxicity was always correct for natrosol and furosemide as "non-toxic" compounds, and for HCBD as a potential weak nephrotoxicant with "intermediate" classification and 4(b)).
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To evaluate the effectiveness of these procedures, prediction performances were tested on the chromosome and plasmid of enterohemorrhagic Escherichia coli O157 H7 strain Sakai (Supplementary Table S4).
Table 1 shows the predicted results of ARTADE2 (the pairing procedure of prediction and references is described in Section 2.3).
This enabled the design of an appropriate surgical procedure and prediction of the surgical outcome.
An extensive multivariate analysis procedure for prediction of the blast fragmentation is presented.
The method presented is a novel procedure for prediction of total resistance.
Open image in new window Fig. 2 Computational procedure for prediction of asphaltene profile along the wellbore.
In this research, an innovative multivariate analysis procedure for prediction of blast-induced ground vibration is presented.
The proposed method has been implemented into the CFD code to constitute the complete procedure for prediction of the course of particle formation processes.
Then in Incremental Feature Selection (IFS) procedure, 500 prediction models were constructed using nearest neighbor algorithm with 1, 2, 3.499 and 500 features respectively and tested by jackknife cross-validations as described above.
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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