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 @GlennSoucy1: The crows warned you to stay away from the island. Will you? THE SOUL COLLECTOR http://t.co/VTc661dC65 #IAN1 http://t.co/1… | Mixed | Safe | User Added |
| RT @Giselle_Horan13: @1D_NIPPLES_ you slay that bitch | Mixed | Abusive | User Added |
| RT @GirlsLoveDrugs: Talkin bout the next bitch but you ain't bout shit. | Mixed | Abusive | User Added |
| RT @GirlfriendNotes: reasons to be a mermaid: - no periods - no pants - perfect hair - u get to lure men into their death also, free clam… | Mixed | Safe | User Added |
| RT @GirlTalk26: "Real men ask for nudes" Correction. Pussy ass bitches ask for nudes. Real men are out there working for women & actually h… | Mixed | Abusive | User Added |
| RT @Giants: Mariano Rivera now has a street outside Yankee Stadium named after him, which Giants have also had similar honors: http://t.co/… | Mixed | Safe | User Added |
| RT @GianneNichole: trassshhh RT @Willie_OBeamen: Them 13's that come out this weekend so trash! | Mixed | Safe | User Added |
| RT @GhettoViine: This bitch came to the club with a broken neck? Bitch you serious? https://t.co/A9yNUopYvY | Mixed | Abusive | User Added |
| RT @GhettoViine: Dumb bitch https://t.co/JdSvCGQFQn | Mixed | Abusive | User Added |
| RT @Gezzy504: Niggas don't mind sharing hoes | Mixed | Abusive | User Added |
| RT @GettEmm_Jay: So before you wear a thong get yo pussy in check | Mixed | Abusive | User Added |
| RT @Get_It_MarMar: If I hit you wit that shottie bitch, I bet ya body flip ! 🔫💥💥💥 | 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