Commit 5443f1fb authored by Avisek Naug's avatar Avisek Naug 🎨
Browse files

results with incremental learning

parent 98dd02d8
Sequence No:0-Time Step 1: Train RMSE=0.16191917470279343 |Train CVRMSE=26.88952563163563 |Train MAE=0.14493642647226415
Sequence No:0-Time Step 1: Test RMSE=0.10049078612246681 |Test CVRMSE=21.33243047591534 |Test MAE=0.08710863572817511
Sequence No:1-Time Step 1: Train RMSE=0.15473792473576808 |Train CVRMSE=42.17027300601517 |Train MAE=0.13126876020320632
Sequence No:1-Time Step 1: Test RMSE=0.050958239267207286 |Test CVRMSE=32.126160528746205 |Test MAE=0.040451853901080914
Sequence No:2-Time Step 1: Train RMSE=0.06344941327153396 |Train CVRMSE=37.94797326717224 |Train MAE=0.05230544214476995
Sequence No:2-Time Step 1: Test RMSE=0.04918290241903448 |Test CVRMSE=32.42003460072159 |Test MAE=0.04012116921534999
Sequence No:3-Time Step 1: Train RMSE=0.04981169563896865 |Train CVRMSE=25.494578730943267 |Train MAE=0.040188254918310753
Sequence No:3-Time Step 1: Test RMSE=0.052738056566786685 |Test CVRMSE=13.963209761030287 |Test MAE=0.04277748210145413
Sequence No:4-Time Step 1: Train RMSE=0.08576271618141942 |Train CVRMSE=22.832709097104665 |Train MAE=0.06812075744407978
Sequence No:4-Time Step 1: Test RMSE=0.09793406987547605 |Test CVRMSE=26.628159010054286 |Test MAE=0.07562149979925785
Sequence No:5-Time Step 1: Train RMSE=0.10226811508502447 |Train CVRMSE=19.321900929483178 |Train MAE=0.07501200541525475
Sequence No:5-Time Step 1: Test RMSE=0.03704903744948897 |Test CVRMSE=6.542324483322445 |Test MAE=0.02972001822507984
Sequence No:0-Time Step 1: Train RMSE=0.054255850126552395 |Train CVRMSE=9.010137775973623 |Train MAE=0.045679699999906974
Sequence No:0-Time Step 1: Test RMSE=0.12492420951243222 |Test CVRMSE=26.519217502537185 |Test MAE=0.10810756289563143
Sequence No:1-Time Step 1: Train RMSE=0.048841583210496135 |Train CVRMSE=13.310653490731045 |Train MAE=0.036861877513436336
Sequence No:1-Time Step 1: Test RMSE=0.04912278061714847 |Test CVRMSE=30.96901224254921 |Test MAE=0.03455276745204774
Sequence No:2-Time Step 1: Train RMSE=0.03318706313796042 |Train CVRMSE=19.848596225558637 |Train MAE=0.026119705216739664
Sequence No:2-Time Step 1: Test RMSE=0.03244592293382916 |Test CVRMSE=21.387471914629998 |Test MAE=0.026553432970065537
Sequence No:3-Time Step 1: Train RMSE=0.035555819168522004 |Train CVRMSE=18.19814843696886 |Train MAE=0.027332498038496987
Sequence No:3-Time Step 1: Test RMSE=0.08542319114346685 |Test CVRMSE=22.617100705679043 |Test MAE=0.06889576528563825
Sequence No:4-Time Step 1: Train RMSE=0.03622057694384953 |Train CVRMSE=9.64304692657794 |Train MAE=0.027189586125234363
Sequence No:4-Time Step 1: Test RMSE=0.05210395060342366 |Test CVRMSE=14.167003204136316 |Test MAE=0.038079900606859486
Sequence No:5-Time Step 1: Train RMSE=0.038560311379692964 |Train CVRMSE=7.28534515052925 |Train MAE=0.028783904606321412
Sequence No:5-Time Step 1: Test RMSE=0.033784590681643155 |Test CVRMSE=5.965870370502436 |Test MAE=0.026052446223786885
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