Hi @Daniela_Vargas,
One potential solution is to install the QIIME 2 version that was used to generate that classifier — looks like 2019.4 uses scikit-learn=0.20.2. You can install separate environments using conda, so that you can switch to QIIME 2-2019.4 for taxonomy classification, then switch back to the latest release for downstream analyses.