Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @ItsKiaraaaa: “@WestYourMajesty: Kiara has small chubby fingers” bitch 😂😂😂😂 | Mixed | Abusive | User Added |
| RT @ItsKayven: If your girlfriend is taller than you, it's her responsibility to take the trash out & fight off anyone that breaks into you… | Mixed | Safe | User Added |
| RT @ItsJustJill: Obama Says He’s “Irritated” But “Does Not Feel Repudiated” After Losing Senate (Video) http://t.co/2U10aolKXG Awwwww...ho… | Mixed | Safe | User Added |
| RT @ItsJordyyyn: The reason high school is so fucking hard is because ned never made a guide for anything past 8th grade. You feel me? Fuck… | Mixed | Abusive | User Added |
| RT @ItsGirllCode: when other girls wear beanies they look cute & stylish but when i wear them i look like a member of a drug cartel who sel… | Mixed | Safe | User Added |
| RT @ItsGirllCode: reasons to be a mermaid: - no periods - no pants - perfect hair - u get to lure men into their death also, free clam bra | Mixed | Safe | User Added |
| RT @ItsFoodPorn: Oreo cheesecake bites! http://t.co/iHgu1ZuyZt | Mixed | Safe | User Added |
| RT @ItsFoodPorn: Oreo Ice Cream Sandwiches http://t.co/8ha6Xac0h5 | Mixed | Safe | User Added |
| RT @ItsFoodPorn: Oreo Ice Cream Cake http://t.co/Qpde1L6zAi | Mixed | Safe | User Added |
| RT @ItsFoodPorn: Oreo Cheesecake Bars http://t.co/RlHHIM98FL | Mixed | Safe | User Added |
| RT @ItsFoodPorn: Cookies n' Cream Oreo Fudge Ice Cream http://t.co/nAINpWXTJc | Mixed | Safe | User Added |
| RT @ItsDomanic_: bitch you ain't getting none tho 😂 “@BrianLovesAss_: I like big butts so I can grab them” | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph