Adding 871 polymer Tg values to the Polymer Genome dataset lowers the in-sample RMSE from 57 K to 27 K, but no cross-validation shows whether true predictive accuracy improved.
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Assessing and Improving Machine Learning Model Predictions of Polymer Glass Transition Temperatures
Adding 871 polymer Tg values to the Polymer Genome dataset lowers the in-sample RMSE from 57 K to 27 K, but no cross-validation shows whether true predictive accuracy improved.