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 @KINGTUNCHI_: I finally realize that these bitches just wanna see me down , wanna see me fall | Mixed | Abusive | User Added |
| RT @KINGTUNCHI_: I don't understand if all these hoes say they getting money why tf they on twitter with that childish shit!! Bitch it's 20… | Mixed | Abusive | User Added |
| RT @KINGTUNCHI_: Fucking with a bad bitch you gone need some money lil homie! | Mixed | Abusive | User Added |
| RT @KINGTUNCHI_: A bitch will say anything for attention ! | Mixed | Abusive | User Added |
| RT @KINGSHA_MUGGA: My bitch better lie to me, more than 5 bodies and I cant stomach it, ill fucking die | Mixed | Abusive | User Added |
| RT @KILLSheredon: you the nigga in high school who got shoved into lockers and thrown into trash cans @TvvitterRoasts | Mixed | Abusive | User Added |
| RT @KILLSheredon: I can't handle no liquor, but these bitches can't handle me. | Mixed | Abusive | User Added |
| RT @KILLQuana: Hun, wrong social networking site RT“@Schwaggy_Chulo: 666 - LMS for a good morning post, and something extra (maybe)” | Mixed | Safe | User Added |
| RT @KHOU: Charlie Strong took the longhorn logos off his players' helmets: They have to earn it back.        http://t.co/HvNUJT6Ss2 #Sport… | Mixed | Safe | User Added |
| RT @KENYA_letmeKNOW: dont no nigga want a broke bitch 😠👏😂✌ | Mixed | Abusive | User Added |
| RT @KDotDucky_Green: RT “@verbally_abrupt: 😴😴😴 lmfaooo #girlfights #ghetto #ratchet ; bitch got pushed and played SLEEP. 😩😂😭👏😭😂 https://t.c… | Mixed | Abusive | User Added |
| RT @KCamp427: Bring her round these slums..... Yo hoe will get slayed.... | 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