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 @Tylar____: @1stBlocJeremiah bitch shutUP | Mixed | Abusive | User Added |
| RT @Tylar____: @1stBlocJeremiah Why you sneak dissin you hoe ass nigga | Mixed | Abusive | User Added |
| RT @Tylar____: @1stBlocJeremiah Shut up hoe ass nigga | Mixed | Abusive | User Added |
| RT @TyeOnHi: that shit's for the birds | Mixed | Abusive | User Added |
| RT @TycoTatts: *hits blunt* "bruh if she tells me to go text my other hoes, but she's one of my hoes, do I keep texting her ? http://t.co/… | Mixed | Abusive | User Added |
| RT @TyWahlbrink: @victoriakuhlman One day more until turkey, it will nip me in the belly, we'll be ready for the stuffing, we will wet ours… | Mixed | Safe | User Added |
| RT @TyNoDollaSign: If i cut all my hoes off for u & we stop talkin , you owe me some new hoes 😒 fym | Mixed | Abusive | User Added |
| RT @TyDunne: Have to go with the slant pass to your outside linebacker in that situation. | Mixed | Safe | User Added |
| RT @Twothumbsupdgaf: stay shutting these hoes down.. | Mixed | Abusive | User Added |
| RT @TwooTwentyOne12: When bitches try to be funny ... That get you beat up real quick | Mixed | Abusive | User Added |
| RT @TwitchyTeam: Richard Grenell: WaPo's Greg Sargent mocks voter ID and 'proves point' of proponents http://t.co/KG3NEWOYIy | Mixed | Safe | User Added |
| RT @TwitchyTeam: Low turnout reported, but Charlie Crist just filed and emergency motion to extend voting hours in Broward Co. http://t.co/… | 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