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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @nikaaaa3: Yankees winnnn!!! 💙 | Mixed | Safe | User Added |
| RT @nikaaaa3: @Patt_Hoff you're secretly a Yankee fan! You'll admit it some day ! | Mixed | Safe | User Added |
| RT @nicoleyyrosiee: Remember in 2001 when the Yankees were in Boston and the crowd was cheering USA instead of "Yankees suck" I love baseba… | Mixed | Safe | User Added |
| RT @nicoleageniie: @kenzayye is a pussy | Mixed | Abusive | User Added |
| RT @nicky0472: @rickahyatt @1visionamd who better 2 b the Manchurian candidate. Think abt it we bitch abt his policy and he screams racism.… | Mixed | Abusive | User Added |
| RT @nickleberry_fin: You know a girl is a hoe if her Instagram isn't private | Mixed | Abusive | User Added |
| RT @nicki3pretty: Sooo many classless hoes…not enough ladies! | Mixed | Abusive | User Added |
| RT @nick_sodano: Dis bitch jus blew my high | Mixed | Abusive | User Added |
| RT @nick_pertile: Oh my goodness do I hate Chinese people. Fucking zipperheads | Mixed | Hate Speech | User Added |
| RT @nhalegood: When hoes feel like their photo didnt get enough favorites http://t.co/Gi3xXzBbq9 | Mixed | Abusive | User Added |
| RT @newnewgotbandz: Look at yall bitches for the child support keep getting pregnant ass bitches | Mixed | Abusive | User Added |
| RT @neverknownfacts: A person needs just three things to be truly happy in the world: someone to love, something to do, and something to ho… | Mixed | Safe | 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