agselflearn236/TestReport_a1b2c3_testonly

1,Decision Tree (Untuned),Decision Tree (Tuned),Bagging Regressor (Untuned),Bagging Regressor (Tuned),Random Forest (Untuned),Random Forest (Tuned),AdaBoost Regressor (Untuned),AdaBoost Regressor (Tuned),Gradient Boosting Regressor (Untuned),Gradient Boosting Regressor (Tuned),XGBoost (Untuned),XGBoost (Tuned)2RMSE,615.9330336659223,845.1305856695817,615.8661252853033,616.0293487051786,615.9068456008412,615.9068456008412,647.4830183294036,615.7409553410583,615.9023687867873,615.8560188996952,615.9330342421541,616.27352259355693MAE,485.42958287962904,668.4894768198652,485.58889233919643,486.7095901943847,485.3110265156447,485.3110265156447,530.5570487639903,488.84877434703503,485.4448210806567,485.3991064819715,485.4295850463728,485.747179342787154R-squared,0.6684817696161576,0.37585131390295556,0.6685537908975504,0.6683780807859392,0.6685099598120157,0.6685099598120157,0.6336491638191522,0.6686885048746526,0.6685147787676348,0.6685646688970878,0.6684817689958584,0.66811514051771085Adj. R-squared,0.6672154662151497,0.3734672471111411,0.6672877625969299,0.6671113813237006,0.6672437640893725,0.6672437640893725,0.6322498099758334,0.6674229911423174,0.6672486014520032,0.6672986821472676,0.6672154655924813,0.66684743669997866MAPE,0.18742143266307648,0.23478744137606777,0.1873498206473765,0.18773995956076608,0.18739387384484285,0.1873938738448428,0.19372272712736682,0.18782072362995425,0.18744678323588482,0.18747603135677626,0.18742143513835835,0.187552121043063377