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 |
|---|---|---|---|
| "@MarkRoundtreeJr: LMFAOOOO I HATE BLACK PEOPLE https://t.co/RNvD2nLCDR" This is why there's black people and niggers | Mixed | Hate Speech | User Added |
| "@MannyDiesel: Def not cowboy lol RT @ArtofFloyd: Terrell Owens was the best Eagle & Cowboy ever" ..dude cried like a bitch on tv, over Romo | Mixed | Abusive | User Added |
| "@MadFlyentist: Oregon chokes every year get off the field trash ass program" RFT | Mixed | Abusive | User Added |
| "@M_Rad: “@DezDLT: "I play soccer, cheat on girls, and wear khaki coloured cargos" haircut http://t.co/tYCIhD6PkW” yes lmfao"@soccerboy_04 | Mixed | Safe | User Added |
| "@MLBNetwork: Stay tuned to @MLBNetwork for an update on the report that @Yankees 1B @teixeiramark25 will be out 8-10 weeks" @dliming35 #bum | Mixed | Safe | User Added |
| "@Loveable_Aizah: Big booty hoes everywhere sheesh 😍" damn 🌿👀🌿 | Mixed | Abusive | User Added |
| "@LolaaIsDope: Lmao fucking snake bitches" @ em | Mixed | Abusive | User Added |
| "@Lipe_the_Great: “@h0rheyd: "@Lipe_the_Great: Shut up zoe" fight me pussy” for zoe? I'm good, man." You are good ma'am. Move along now | Mixed | Abusive | User Added |
| "@Linniekravitz: @WesGodLaFlare bitch wtf" http://t.co/DaSmycxODB | Mixed | Abusive | User Added |
| "@Lil_Mike_12: Fuck twerking bitch can you cook ?" | Mixed | Abusive | User Added |
| "@Lightskingawdd: Wish I had a bae 😕" You got all the hoes tho | Mixed | Abusive | User Added |
| "@LifeAsBros: Charlie Sheen is too real http://t.co/gGGdK3kOV7" major fucking respect for Charlie Sheen. | 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