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 |
|---|---|---|---|
| "@bleedingtrap: god teeth , gold chain white bitches , cocaine" | Mixed | Abusive | User Added |
| "@bigbootybishopp: @white_thunduh lassen cc , the coach wants me" i feel it youll get more my nig no doubt | Mixed | Hate Speech | User Added |
| "@babineaux_: I don't got no type. Bad bitches is the only thing I like" *Iongotnotype | Mixed | Abusive | User Added |
| "@ayyee_ceee_: One mans trash 🚮 is another mans treasure 🏆" | Mixed | Safe | User Added |
| "@ashlingwilde: @ItsNotAdam is bored supposed to be cute, you faggot?" Sometimes | Mixed | Hate Speech | User Added |
| "@angelenagoley: 10 sex positions http://t.co/nt3PABMWsm http://t.co/JmHZ8Sczf0"naw this what u call fucking the soul outta bitch 😭 | Mixed | Abusive | User Added |
| "@analicialouise: Tevin is my favorite sophomore I think he's so funny" Hes really not. Lmaoo hes a little hoe | Mixed | Abusive | User Added |
| "@ambitiousBree: @_1nonlykeisha u see the damn phone ringing? 😣😒😞" when you married bitches makes demands!!!! You haven't called me | Mixed | Abusive | User Added |
| "@altosteel115: http://t.co/tM28mh5XG2" woof woof. Sexy thug boy scally. | Mixed | Abusive | User Added |
| "@allisonnamaya_: What should I name my cat, ideas?" Mr pussy | Mixed | Abusive | User Added |
| "@alexissixela__: “@white_thunduh: I legit watched it for about 30 or 40 seconds 😑”SO DID I WTF" prob cause were retarded smh | Mixed | Abusive | User Added |
| "@alejandra_p13: These bitches love Sosa" | 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