Data distribution of both the training set and validation set before and after SMOTE.</p
<p>Sum distributions of data sets in regard to outcome variables at baseline.</p
<p>Training data conditions under which the classification algorithms were tested.</p
Distributions of samples with different CK-related methods on a binary-class data set.</p
Distribution of outcome variable “ASTHMA” in the original, after-ROSE, and after-SMOTE training data...
Setting training, validation and testing dataset during the whole sample period.</p
<p>Distribution of variables according to score points in the derivation and validation sets.</p
<p>The class distribution of the numbers of training, validation and testing samples.</p
Distribution of cases in the training sets obtained from different hospitals (A-D).</p
Performance of machine learning models on test set using the SMOTE-adjusted balanced training set.</...
<p>Overview over datasets with training and test data used in the competition.</p
Overview of the datasets and their distributions of active and inactive experimental results.</p
The distribution of training white-tailed deer harvest dataset across year and month.</p
<p>Histogram of training dataset, showing distribution of percentage inhibition from zero to 100%.</...
<p>Distribution of abbreviated model covariates by transfusion status in the training dataset.</p
<p>Demographic information across the full, training, and validation datasets.</p
<p>Sum distributions of data sets in regard to outcome variables at baseline.</p
<p>Training data conditions under which the classification algorithms were tested.</p
Distributions of samples with different CK-related methods on a binary-class data set.</p
Distribution of outcome variable “ASTHMA” in the original, after-ROSE, and after-SMOTE training data...
Setting training, validation and testing dataset during the whole sample period.</p
<p>Distribution of variables according to score points in the derivation and validation sets.</p
<p>The class distribution of the numbers of training, validation and testing samples.</p
Distribution of cases in the training sets obtained from different hospitals (A-D).</p
Performance of machine learning models on test set using the SMOTE-adjusted balanced training set.</...
<p>Overview over datasets with training and test data used in the competition.</p
Overview of the datasets and their distributions of active and inactive experimental results.</p
The distribution of training white-tailed deer harvest dataset across year and month.</p
<p>Histogram of training dataset, showing distribution of percentage inhibition from zero to 100%.</...
<p>Distribution of abbreviated model covariates by transfusion status in the training dataset.</p
<p>Demographic information across the full, training, and validation datasets.</p
<p>Sum distributions of data sets in regard to outcome variables at baseline.</p
<p>Training data conditions under which the classification algorithms were tested.</p
Distributions of samples with different CK-related methods on a binary-class data set.</p
DOI
Add to ORKG