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 |
|---|---|---|---|
| Fuck! "Hostess to liquidate if Bakers’ strike continues through Thursday; end of Twinkies..." - http://t.co/gtWmJmGT | Mixed | Abusive | User Added |
| Fuck your dreads fire it up hoe rt while we watch "This Is The End" | Mixed | Abusive | User Added |
| Fuck you, hoe ass nigga RT@UberFacts The white-fronted parrot is the only other species besides humans that French kiss as a prelude to sex. | Mixed | Abusive | User Added |
| Fuck you, #BobCostas! That football SCUM woulda stabbed his gf to death and slit his wrists instead of shooting. Yer a fool. | Mixed | Abusive | User Added |
| Fuck you tweetin me emojis for faggot RT @FrancoisKilljoy: @202SOLE ☺️ http://t.co/R6UeWFUr8W | Mixed | Abusive | User Added |
| Fuck you then bitch shove that work up your A-S-S | Mixed | Abusive | User Added |
| Fuck you niggah I'm cold & my aunts said no more throwing people in so I'm going to take a shower 😌 | Mixed | Abusive | User Added |
| Fuck you ghetto ass coons | Mixed | Hate Speech | User Added |
| Fuck you fuck you you stupid cheating bitch go lick a dick and die ur a stupid nigger bitch | Mixed | Hate Speech | User Added |
| Fuck you faggot "@Aloha_Hoesss: Grow up RT @80sbaby4life I'm gonna be an old ass man STILL playing video games" | Mixed | Hate Speech | User Added |
| Fuck you bruh Ima look at your young bitch.. | Mixed | Abusive | User Added |
| Fuck you bitches who send dudes to child support court just because you're petty | 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