Evaluation - task1-intertass-PE 1428 tweets in qrel, 1424 tweets in run. Accuracy: 0.355 Confusion matrix Real Pred. # N NEU 266 N P 39 N NONE 64 N N 103 NEU NEU 197 NEU N 45 NEU NONE 73 NEU P 51 NEU ? 1 NONE NEU 79 NONE NONE 32 NONE P 26 NONE N 22 P N 36 P NEU 165 P ? 3 P NONE 51 P P 175 Category evaluation Cat P R F1 N 0.500 0.218 0.304 NEU 0.279 0.537 0.367 NONE 0.145 0.201 0.169 P 0.601 0.407 0.485 Macro-Precision: 0.381 Macro-Recall: 0.341 Macro-F1: 0.360