SVR Sadness

SE: 0.9454209231533085

Mean Absolute Error 0.8007222131105772

R2: -0.05726754954823532
Pearson correlation: (0.191833119260266, 3.3651319183614605e-32)
1 values were squeezed into the score range
0 values were squeezed into the score range
/home/kenneth/venvs/crfsuite/lib/python3.8/site-packages/sklearn/metrics/_classification.py:1272: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
  _warn_prf(average, modifier, msg_start, len(result))
              precision    recall  f1-score   support

           1  0.00000000 0.00000000 0.00000000       146
           2  0.06111111 0.01674277 0.02628435       657
           3  0.32739130 0.60725806 0.42542373      1240
           4  0.41384996 0.38704703 0.40000000      1297
           5  0.00000000 0.00000000 0.00000000       384

    accuracy                      0.33995704      3724
   macro avg  0.16047047 0.20220957 0.17034162      3724
weighted avg  0.26393088 0.33995704 0.28560533      3724

[[  0   4 111  31   0]
 [  0  11 497 148   1]
 [  0 136 753 342   9]
 [  0  27 747 502  21]
 [  0   2 192 190   0]]

ROC - AUC : 0.5030923629109962