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metrics1.json
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{"SVM": [{"RMSE": 5.683270829286843, "MSE": 32.29956731902278, "MAE": 5.194481164163053, "R2": 0.8040858805430318}, {"RMSE": 5.497619027091823, "MSE": 30.22381496704205, "MAE": 4.720315278931762, "R2": 0.8166764267330895}, {"RMSE": 5.2577828440916505, "MSE": 27.64428043562449, "MAE": 4.429330617908842, "R2": 0.8323226807940185}, {"RMSE": 4.808069987304354, "MSE": 23.117537002816906, "MAE": 3.979148943236599, "R2": 0.8597797963920903}, {"RMSE": 4.996992774061789, "MSE": 24.969936784025734, "MAE": 3.9507614531306916, "R2": 0.8485440027842901}, {"RMSE": 5.5354044436159064, "MSE": 30.640702354402737, "MAE": 4.77233382883691, "R2": 0.8141477821664057}, {"RMSE": 6.2093367825212225, "MSE": 38.55586327877098, "MAE": 5.461540786943576, "R2": 0.7661381055183685}], "RF": [{"RMSE": 3.0022159136236253, "MSE": 9.02535947143884, "MAE": 2.019088109004827, "R2": 0.9452563764658183}, {"RMSE": 2.9704843602358677, "MSE": 8.853999703543622, "MAE": 2.0486440588516555, "R2": 0.9462957649413961}, {"RMSE": 2.929951051848057, "MSE": 8.589572404134564, "MAE": 2.03011425793536, "R2": 0.9478996576812715}, {"RMSE": 3.0230713370754185, "MSE": 9.152014785059501, "MAE": 2.1024706512655986, "R2": 0.9444881443716402}, {"RMSE": 3.834409726447718, "MSE": 14.706392591712849, "MAE": 2.897552822345027, "R2": 0.9107978776763047}, {"RMSE": 4.594284058227012, "MSE": 21.112637378137478, "MAE": 3.4291238701862423, "R2": 0.8719405829651462}, {"RMSE": 4.333350649091241, "MSE": 18.786528526342337, "MAE": 3.3037639087320447, "R2": 0.8860496749836051}], "DT": [{"RMSE": 5.490001155349279, "MSE": 30.176802419566563, "MAE": 3.643795070561842, "R2": 0.8169615829319675}, {"RMSE": 5.498651311390877, "MSE": 30.276463131034557, "MAE": 3.6546288521206227, "R2": 0.8163570875113675}, {"RMSE": 5.282215528473949, "MSE": 27.971182445340744, "MAE": 3.5263576610528284, "R2": 0.8303398455829555}, {"RMSE": 5.549768439640472, "MSE": 30.93609383299022, "MAE": 3.6799169508642566, "R2": 0.8123560751490649}, {"RMSE": 6.220155427804161, "MSE": 38.74897033261012, "MAE": 4.517980805161526, "R2": 0.7649668081433864}, {"RMSE": 6.442944624974064, "MSE": 41.57867931864726, "MAE": 4.68104323602515, "R2": 0.7478031124553504}, {"RMSE": 5.825729423171306, "MSE": 33.95304298634698, "MAE": 4.363773417894077, "R2": 0.7940566678849242}], "MLP": [{"RMSE": 2.3496486025411394, "MSE": 5.686567191468283, "MAE": 1.6900207382774337, "R2": 0.9655079341142362}, {"RMSE": 2.2295554261401618, "MSE": 5.046043768212889, "MAE": 1.590141790808004, "R2": 0.9693930506304795}, {"RMSE": 2.453562925790566, "MSE": 6.20230119312413, "MAE": 1.8321135865117264, "R2": 0.9623797320609254}, {"RMSE": 2.5587578438679563, "MSE": 6.6449755449693955, "MAE": 1.8812210889926044, "R2": 0.9596946757878381}, {"RMSE": 3.7690598393848274, "MSE": 14.238183138940787, "MAE": 3.0468300858640096, "R2": 0.9136378179688561}, {"RMSE": 4.7178092862612315, "MSE": 22.35532147327104, "MAE": 3.7237864975538453, "R2": 0.8644030405003625}, {"RMSE": 4.756450231298866, "MSE": 22.69544598076253, "MAE": 3.7288499131448605, "R2": 0.8623400037812393}]}