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mwik-classifier-extended

Text Classification
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roberta
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  1. README.md +2 -2
  2. classification_report.txt +58 -69
  3. confusion_matrix.png +2 -2
  4. training_args.bin +1 -1
README.md CHANGED
@@ -10,14 +10,14 @@ metrics:
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  - recall
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  - f1
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  model-index:
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- - name: mwik-classifier-extended
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # mwik-classifier-extended
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  This model is a fine-tuned version of [PKOBP/polish-roberta-8k](https://huggingface.co/PKOBP/polish-roberta-8k) on the None dataset.
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  It achieves the following results on the evaluation set:
 
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  - recall
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  - f1
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  model-index:
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+ - name: mwik-classifier-ext
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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+ # mwik-classifier-ext
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  This model is a fine-tuned version of [PKOBP/polish-roberta-8k](https://huggingface.co/PKOBP/polish-roberta-8k) on the None dataset.
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  It achieves the following results on the evaluation set:
classification_report.txt CHANGED
@@ -5,87 +5,76 @@ DETAILED CLASSIFICATION REPORT (Top-1)
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  ================================================================================
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  precision recall f1-score support
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- BINFO 0.7083 0.9444 0.8095 18
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- DANE_ARCH 0.8000 0.6667 0.7273 18
10
- DAN_DO_ROZL 0.5172 0.6250 0.5660 24
11
- DIERZ_ST_HYD 0.9074 0.9074 0.9074 54
12
- DUZY_PRZ 1.0000 1.0000 1.0000 6
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- EBOK_ZGL 0.5000 0.4000 0.4444 5
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  EKSP_WOD 1.0000 0.8333 0.9091 6
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  GRVAT_ZM 0.0000 0.0000 0.0000 1
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- INFO_DW 0.6944 0.7353 0.7143 34
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- INSP 0.7250 0.7250 0.7250 40
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- INTERW_AW_K 0.6885 0.7500 0.7179 56
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- INTERW_AW_W 0.6875 0.6111 0.6471 54
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- INTERW_ODTW 0.6552 0.7600 0.7037 25
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- INTERW_ZAP 0.8462 0.8462 0.8462 13
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- KONT_WYM 1.0000 0.6667 0.8000 3
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  KOSZT_WP 0.0000 0.0000 0.0000 1
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- LIK_PRZYL_WK 0.0000 0.0000 0.0000 2
25
  MAPA 0.0000 0.0000 0.0000 0
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- NEGOC_DESZCZ 0.8621 0.9091 0.8850 55
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- NOTA_KOR 0.8333 0.8333 0.8333 6
28
- ODPL_INSP_TV 0.8000 0.5000 0.6154 8
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- ODP_CZYSZ_K 0.0000 0.0000 0.0000 1
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- ODP_DOW_W 0.6667 0.8571 0.7500 7
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- ODP_LAB_WS 0.8462 0.8462 0.8462 13
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- ODP_LOK_WYC 0.5000 0.3333 0.4000 3
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- ODP_OPL_WOD 0.0000 0.0000 0.0000 2
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- ODP_POM_CIS 1.0000 0.5000 0.6667 2
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- ODP_WYM_ODL 0.5000 0.5000 0.5000 6
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- ODP_WYM_WOD 0.0000 0.0000 0.0000 1
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- ODP_ZAW_US 0.0000 0.0000 0.0000 1
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- ODP_ZO_ZASU 0.5000 0.6667 0.5714 3
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- ODSZKOD 0.5714 1.0000 0.7273 4
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  ODWOD_KD 0.0000 0.0000 0.0000 2
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  ODWOD_KS 0.5714 1.0000 0.7273 4
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- OKR_WL_PRZEW 0.0000 0.0000 0.0000 1
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- OP_PRZY_WK 0.1818 0.1333 0.1538 15
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- OP_SIEC_WK 0.5588 0.6333 0.5938 30
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- OP_UM 0.9130 0.9130 0.9130 23
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- PENOM 0.4000 0.5000 0.4444 4
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- POMYLKA 0.0000 0.0000 0.0000 2
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- POTW_SALDA 0.3333 0.3333 0.3333 3
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- POTW_WPAT 0.7632 0.8286 0.7945 35
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- POZYTYW 0.6471 0.5500 0.5946 20
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- POZ_SPR_WIND 0.6753 0.7647 0.7172 68
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  PROLONG 0.0000 0.0000 0.0000 2
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- PROMESA 1.0000 0.7500 0.8571 4
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- PRZE 0.8710 0.7826 0.8244 69
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- PRZEKSIEG 0.0000 0.0000 0.0000 4
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- PRZEN_WOD 0.7500 0.7500 0.7500 4
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- PRZYW_DOS_W 0.4000 0.6667 0.5000 3
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- PYT 0.3000 0.2571 0.2769 35
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- REKLAMACJA 0.7955 0.8434 0.8187 83
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  RODO 0.0000 0.0000 0.0000 1
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- ROW_EKSP 0.7692 0.7692 0.7692 13
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  ROW_WYC 0.0000 0.0000 0.0000 1
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  ROZDZ_INSTAL 0.0000 0.0000 0.0000 2
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- ROZL_PL_RATY 0.6000 1.0000 0.7500 3
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- SK 0.5185 0.4000 0.4516 35
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- SUZEBNOSC 1.0000 0.8182 0.9000 11
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  UDOST_WN 0.8889 0.8889 0.8889 9
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- UM 0.8866 0.8515 0.8687 101
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- UM_PARTYCY 0.9091 0.9524 0.9302 21
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- UZN_SCIEKI 0.7500 0.6000 0.6667 5
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- UZ_PRZY_WK 0.8684 0.9429 0.9041 35
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- UZ_SIEC_WK 0.9231 0.7500 0.8276 16
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  WAR_ODW_KS 1.0000 0.6667 0.8000 3
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  WAR_PRZY_SIE 0.0000 0.0000 0.0000 5
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- WAR_WK 0.5294 0.6923 0.6000 13
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- WAR_WKKD 0.4375 0.4667 0.4516 15
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- WAR_WKROW 0.0000 0.0000 0.0000 2
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- WOD_OGR_PRZY 0.7059 0.9231 0.8000 13
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- WPIN_SIEC 0.7778 0.8750 0.8235 8
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  WYJ_ROZL 0.0000 0.0000 0.0000 3
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- WYM_PRZY_WK 0.5556 0.6250 0.5882 8
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- ZAP_JAKOSC 1.0000 0.3333 0.5000 3
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- ZASW_KONC 0.6667 0.6667 0.6667 6
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- ZG_ODCZ 0.8723 0.9111 0.8913 45
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- ZM 0.6000 0.8750 0.7119 24
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- ZW_ANEKS 0.5000 0.6667 0.5714 3
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- ZW_NADP 1.0000 0.7857 0.8800 14
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- accuracy 0.7348 1301
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- macro avg 0.5466 0.5448 0.5357 1301
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- weighted avg 0.7235 0.7348 0.7248 1301
 
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  ================================================================================
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  precision recall f1-score support
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+ BINFO 0.6154 0.8889 0.7273 18
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+ DANE_ARCH 0.9286 0.7222 0.8125 18
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+ DAN_DO_ROZL 0.5833 0.5833 0.5833 24
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+ DIERŻ_ST_HYD 0.9608 0.9074 0.9333 54
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+ DUŻY_PRZ 1.0000 1.0000 1.0000 6
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+ EBOK_ZGŁ 1.0000 0.2000 0.3333 5
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  EKSP_WOD 1.0000 0.8333 0.9091 6
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  GRVAT_ZM 0.0000 0.0000 0.0000 1
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+ INFO_DW 0.6970 0.6765 0.6866 34
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+ INSP 0.8750 0.7000 0.7778 40
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+ INTERW_AW_K 0.5823 0.8214 0.6815 56
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+ INTERW_AW_W 0.5593 0.6111 0.5841 54
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+ INTERW_ODTW 0.6364 0.8400 0.7241 25
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+ INTERW_ZAP 0.8182 0.6923 0.7500 13
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+ KONT_WYM 0.0000 0.0000 0.0000 3
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  KOSZT_WP 0.0000 0.0000 0.0000 1
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+ LIK_PRZYŁ_WK 0.0000 0.0000 0.0000 2
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  MAPA 0.0000 0.0000 0.0000 0
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+ NEGOC_DESZCZ 0.8167 0.8909 0.8522 55
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+ NOTA_KOR 0.8000 0.6667 0.7273 6
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+ ODPL 0.7800 0.8298 0.8041 47
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+ ODSZKOD 0.6667 0.5000 0.5714 4
 
 
 
 
 
 
 
 
 
 
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  ODWOD_KD 0.0000 0.0000 0.0000 2
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  ODWOD_KS 0.5714 1.0000 0.7273 4
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+ OKR_WŁ_PRZEW 0.0000 0.0000 0.0000 1
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+ OP_PRZYŁ_WK 0.2000 0.2000 0.2000 15
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+ OP_SIEC_WK 0.6667 0.6000 0.6316 30
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+ OP_UM 0.9500 0.8261 0.8837 23
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+ PEŁNOM 1.0000 0.2500 0.4000 4
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+ POMYŁKA 0.0000 0.0000 0.0000 2
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+ POTW_SALDA 0.5000 0.3333 0.4000 3
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+ POTW_WPŁAT 0.7750 0.8857 0.8267 35
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+ POZYTYW 0.7333 0.5500 0.6286 20
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+ POZ_SPR_WIND 0.7067 0.7794 0.7413 68
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  PROLONG 0.0000 0.0000 0.0000 2
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+ PROMESA 1.0000 1.0000 1.0000 4
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+ PRZE 0.8923 0.8406 0.8657 69
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+ PRZEKSIĘG 0.6667 0.5000 0.5714 4
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+ PRZEN_WOD 1.0000 0.7500 0.8571 4
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+ PRZYW_DOS_W 0.5000 1.0000 0.6667 3
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+ PYT 0.2581 0.2286 0.2424 35
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+ REKLAMACJA 0.7857 0.7952 0.7904 83
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  RODO 0.0000 0.0000 0.0000 1
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+ ROW_EKSP 0.7333 0.8462 0.7857 13
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  ROW_WYC 0.0000 0.0000 0.0000 1
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  ROZDZ_INSTAL 0.0000 0.0000 0.0000 2
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+ ROZŁ_PŁ_RATY 0.7500 1.0000 0.8571 3
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+ SK 0.5600 0.4000 0.4667 35
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+ SŁUŻEBNOŚĆ 0.9091 0.9091 0.9091 11
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  UDOST_WN 0.8889 0.8889 0.8889 9
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+ UM 0.8889 0.8525 0.8703 122
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+ UZN_ŚCIEKI 0.7500 0.6000 0.6667 5
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+ UZ_PRZYŁ_WK 0.9118 0.8857 0.8986 35
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+ UZ_SIEĆ_WK 0.8571 0.7500 0.8000 16
 
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  WAR_ODW_KS 1.0000 0.6667 0.8000 3
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  WAR_PRZY_SIE 0.0000 0.0000 0.0000 5
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+ WAR_WK 0.4074 0.8462 0.5500 13
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+ WAR_WKKD 0.3333 0.2000 0.2500 15
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+ WAR_WKRÓW 0.0000 0.0000 0.0000 2
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+ WOD_OGR_PRZY 0.8571 0.9231 0.8889 13
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+ WPIN_SIEĆ 0.8333 0.6250 0.7143 8
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  WYJ_ROZL 0.0000 0.0000 0.0000 3
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+ WYM_PRZYŁ_WK 0.6000 0.7500 0.6667 8
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+ ZAP_JAKOŚĆ 0.0000 0.0000 0.0000 3
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+ ZAŚW_KOŃC 0.6250 0.8333 0.7143 6
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+ ZGŁ_ODCZ 0.9130 0.9333 0.9231 45
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+ ZM 0.5526 0.8750 0.6774 24
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+ ZW_ANEKS 0.4000 0.6667 0.5000 3
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+ ZW_NADPŁ 1.0000 0.7857 0.8800 14
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+ accuracy 0.7371 1301
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+ macro avg 0.5695 0.5528 0.5449 1301
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+ weighted avg 0.7338 0.7371 0.7276 1301
confusion_matrix.png CHANGED

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