init model

README.md

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-license: cc-by-4.0
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+# Sumerian models for [BabyLemmatizer](https://github.com/asahala/BabyLemmatizer)
+
+These models use indexed logo-syllabic tokenization and require BabyLemmatizer 2.1. Consists of two models, sumerian-lit for literary Sumerian and sumerian-adm for Administrative Sumerian.
+
+```sumerian-adm``` consists of all Sumerian Early Dynastic, Old Babylonian, Old Akkadian, Ebla and Lagaš II administrative texts in Oracc's ePSD2 corpus, consisting 570k words.
+
+```sumerian-lit``` consists of all Sumerian literary texts from Oracc comprising 268k words.
+
+## Evaluation results for administrative model
+
+```
+Neural Net Evaluation
+COMPONENT       AVG     CI       MODEL0
+POS-tagger      96.48   ±0.00    96.48
+Lemmatizer      95.39   ±0.00    95.39
+Combined        94.42   ±0.00    94.42
+POS-tagger OOV  82.03   ±0.00    82.03
+Lemmatizer OOV  71.87   ±0.00    71.87
+Combined   OOV  68.00   ±0.00    68.00
+-----------------------------------------------
+OOV input rate  5.44             5.44
+
+Post-correct Evaluation
+COMPONENT       AVG     CI       MODEL0
+POS-tagger      96.48   ±0.00    96.48
+Lemmatizer      95.42   ±0.00    95.42
+Combined        94.44   ±0.00    94.44
+POS-tagger OOV  82.03   ±0.00    82.03
+Lemmatizer OOV  71.87   ±0.00    71.87
+Combined   OOV  68.00   ±0.00    68.00
+-----------------------------------------------
+OOV input rate  5.44             5.44
+```
+
+## Evaluation results for literary model
+
+```
+Neural Net Evaluation
+COMPONENT       AVG     CI       MODEL0
+POS-tagger      94.00   ±0.00    94.00
+Lemmatizer      93.71   ±0.00    93.71
+Combined        91.37   ±0.00    91.37
+POS-tagger OOV  82.61   ±0.00    82.61
+Lemmatizer OOV  80.87   ±0.00    80.87
+Combined   OOV  74.54   ±0.00    74.54
+-----------------------------------------------
+OOV input rate  19.04            19.04
+
+Post-correct Evaluation
+COMPONENT       AVG     CI       MODEL0
+POS-tagger      94.00   ±0.00    94.00
+Lemmatizer      93.70   ±0.00    93.70
+Combined        91.36   ±0.00    91.36
+POS-tagger OOV  82.61   ±0.00    82.61
+Lemmatizer OOV  80.87   ±0.00    80.87
+Combined   OOV  74.54   ±0.00    74.54
+-----------------------------------------------
+OOV input rate  19.04            19.04
+```

sumerian-adm.tar.gz

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+size 225529795

sumerian-lit.tar.gz

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