Model A was constructed with 24 data randomly selected from the experimental results, leaving three data points for model testing; Model B was constructed with the eight corner points of the experimental data space, and seven other randomly selected data, leaving 12 data points for testing; and Model C was constructed with 15 randomly selected data leaving 12 data points for testing.
Our Maxent runs used auto features, a logistic output, and randomly set aside 25%% of the data points for testing the model.
Solubility data (pressure, temperature, gas concentration in the liquid phase) for these systems were taken from the literature (392 data points for training and 104 data points for testing).
Validation process, in terms of various experimental conditions, is done by means of 368 experimental data points having 68 data points for test set and 300 data points for training set.
The above steps were then repeated 1000 times, generating a total of 1000 data points' distribution for testing the null hypothesis using 2-tailed p-values [ 22].
Error bars represent S.D. calculated from two to eight technical replicas for each data point for plate-based drug sensitivity testing, or from three technical replicas for qRT-PCR experiments.
The service is also currently alpha testing eye-tracking as another data point for its studies.
53, 54 The fact that the data points for the compression tests shift to larger diameters upon deformation reflects the effect of sample taper, which increases the plastically deforming diameter with ongoing compression.
This figure shows the responses of the neurons to all conditions tested, and for this reason there are more data points than the number of neurons tested (n = 372 data points for the 93 neurons tested).
The number of data points for the training, test, and validation sets was 181, 36, and 10, respectively.
A total of 259 out of 273 data points were selected to build the new model, and 14 data points were used for testing.
