Sync Results

.evaluation/Model_Training/model_performance.csv

@@ -1,17 +1,17 @@
 ,,RMSE,MAPE,MAE,R2,CV_RMSE_Mean,CV_RMSE_Std
-GOOGL,RandomForest,50.526999729936506,0.3326542382134608,43.779140129740505,-2.9193470306978453,6.238413203941223,4.422298298636371
-GOOGL,GradientBoosting,51.118203747478084,0.3382916344428449,44.44068159175416,-3.011602253824008,6.332356360399393,4.487750886486968
-GOOGL,LinearRegression,2.318117872328381,0.014983773212862409,1.765733339397263,0.9917503081258889,0.49756223896339585,0.2901341047826625
-GOOGL,VotingRegressor,33.96246359134243,0.22422894645161195,29.47588033120481,-0.7707818788806218,4.22483950636448,2.966708064670221
-AMZN,RandomForest,49.71258272315621,0.25703069975797516,40.55194130064823,-1.5195010344650317,10.101994193899078,13.960998538835122
-AMZN,GradientBoosting,49.5171605449213,0.2556994746703462,40.35848974248611,-1.4997314470808787,10.097966045730278,13.965105302154555
-AMZN,LinearRegression,2.911266539740216,0.016294294944085328,2.1904501968868826,0.9913593617067974,0.4154523640188771,0.435909493833408
-AMZN,VotingRegressor,33.12857903171914,0.17183215138921437,27.06617167388373,-0.1188902881956635,6.74815436528799,9.311964741390375
-MSFT,RandomForest,157.90078393691635,0.45568827733014244,136.32884013776336,-2.920476583450137,9.436148201228082,16.124428367715364
-MSFT,GradientBoosting,157.57865451157608,0.4544166617687859,135.99161728188136,-2.9044967683884004,9.502384139473824,16.11331732243255
-MSFT,LinearRegression,4.406655227931086,0.012786988138655609,3.319543331547033,0.9969465666967684,0.5860063760351369,0.3283518434481318
-MSFT,VotingRegressor,105.20579108713497,0.3035781086575836,90.81636256418967,-0.74040204360365,6.394929869776626,10.752641245597081
-AAPL,RandomForest,95.40240940521397,0.563911326036053,86.12207775688822,-4.3835878720141706,5.238317566066191,4.287286009458443
-AAPL,GradientBoosting,95.30371340897496,0.5631542398733388,86.02017292326605,-4.372454741715503,5.3221509208208015,4.333537838948376
-AAPL,LinearRegression,2.555526352826757,0.01391234373205705,1.9019007980056855,0.9961370966018248,0.26976117462719357,0.20552858664026005
-AAPL,VotingRegressor,63.652454218946744,0.3762356846953312,57.45509309758887,-1.3965330711438262,3.530021322477802,2.878217950014256
+GOOGL,RandomForest,51.119090564674906,0.3365199037518769,44.40498825024924,-2.9976463810749543,6.301102194115636,4.481008979108244
+GOOGL,GradientBoosting,51.84663096304322,0.34333421260106817,45.21144096223106,-3.112247251988321,6.386464200604947,4.5397920271607175
+GOOGL,LinearRegression,2.332455732078738,0.01501963379344584,1.7785663025298513,0.9916772862592663,0.49846521673892585,0.290722607960915
+GOOGL,VotingRegressor,34.4093925313557,0.22721985977007292,29.945723060019017,-0.8113073464849581,4.263603088035388,3.002619301719201
+AMZN,RandomForest,50.023344063836284,0.258874754946332,40.89886326456304,-1.5525128440643283,10.089049283719895,13.987081698088836
+AMZN,GradientBoosting,50.01664156485566,0.25875053599511233,40.883579815832995,-1.551828880650338,10.078848375400757,14.011566071357041
+AMZN,LinearRegression,2.933328224416339,0.016330833393789462,2.2006001909417594,0.9912230461217149,0.41563042968006914,0.436191674571834
+AMZN,VotingRegressor,33.39303737634646,0.17343885976386592,27.352302445981028,-0.1374553068959541,6.737188704979635,9.33494802297464
+MSFT,RandomForest,158.99360364851177,0.4580966096845555,137.4578505582524,-2.9524688700228636,9.513209799758851,16.2477495882393
+MSFT,GradientBoosting,158.5083680213005,0.45604417264027747,136.9279616200522,-2.9283804531075805,9.55694968181977,16.320946078641782
+MSFT,LinearRegression,4.411297091237996,0.01276814432138393,3.323716450283564,0.9969574216728722,0.5868181552087443,0.3291236009355281
+MSFT,VotingRegressor,105.8612204172584,0.30486614802857587,91.48875295969533,-0.752197051309287,6.439989947720418,10.861892320586987
+AAPL,RandomForest,95.95218065606603,0.5660742109792898,86.71288069093856,-4.44160053462182,5.243028533993796,4.31433563571507
+AAPL,GradientBoosting,95.97171878723292,0.566353090565866,86.74135186341331,-4.443816837133684,5.325209400463413,4.359110154301847
+AAPL,LinearRegression,2.555873658030421,0.013878194259761254,1.902867505276502,0.9961390362612819,0.2700189483034995,0.20586540594687544
+AAPL,VotingRegressor,64.05506481670596,0.3779790829098016,57.887775698840166,-1.4250679327858786,3.5328214823733775,2.895915564673393