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 @0_oitsCRUNCH: Def a whiny bitch RT @manddddddd: “@LawsOfSex: A girl who cries is a girl who cares.” Or a whiny bitch | Mixed | Abusive | User Added |
| RT @07Cannon: "Fuck you mean Macklemore trash nigger?" http://t.co/NXPjPrhsbu | Mixed | Abusive | User Added |
| RT @05proFESSOR: Columbus found America and we killed some injuns #SinceTheCubsWonAWorldSeries | Mixed | Abusive | User Added |
| RT @05proFESSOR: @idontbekaren @kelseysocrazy .... this is what all of my bitches say hahaha http://t.co/dHK7eU97Dc | Mixed | Abusive | User Added |
| RT “@KillAll_Simps: Black bitches think its ok to clap they hands when they getting into an argument, bitch stfu before I steal yo purse” | Mixed | Abusive | User Added |
| RT "@_ThatGAPeach: & alla my niggas hot boys , so don't bring no ice in this bitch 💂” | Mixed | Hate Speech | User Added |
| RT "@TIMAtheRACER: Wow do we have another faggot? “@ShinobiCelsius: TIMAtheRACER wow do we have another Cam hater? lol”">> dat dude is nice | Mixed | Hate Speech | User Added |
| RT "@HuffingtonPost: Jane Seymour rocks a bikini at 62 http://t.co/1pUccv8t97" Crazy Aunt Jane is at it again @TheFaithAnne | Mixed | Safe | User Added |
| RT "@DestineyDunbar: This shit for the birds . 😒” | Mixed | Abusive | User Added |
| RT !! @6oysLoveKeena: I will never EVER EVER give a nigga my all unless I know for a fact he doing the same . yeen finna play me bitch 😂✌ | Mixed | Abusive | User Added |
| RINO trash like @SpeakerBoehner, @KarlRove, @FrankLuntz see conservatives as the Democrat Party see blacks. As their slave property. #tcot | Mixed | Hate Speech | User Added |
| RIGHT "@Sotyannaxo: The same bitches saying "positive vibes" are the same bitches making fun of someone's weight." | 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