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 @PattyChocMilk: #teabagger math http://t.co/lOiZi6fM6U | Mixed | Safe | User Added |
| RT @Patt_Bentancur: @zzachbarness @AGrisbhy @WhiteboiColeman had to help my Gma move bitch! | Mixed | Abusive | User Added |
| RT @PatVPeters: Texas ranchers: Terrorists reportedly caught at border; feds clam up http://t.co/1vynD9zbpH | Mixed | Safe | User Added |
| RT @Partyprobs: If you open a beer and don't finish it you are what is known as a little bitch | Mixed | Abusive | User Added |
| RT @ParkerHouk1: If I could be anywhere on earth right now, you know it would be Yankees Stadium | Mixed | Safe | User Added |
| RT @ParisBurned: When they run out of dick inside the pussy. RT @VizyIsIgnant: How do straight dudes know if their dick is small?? | Mixed | Abusive | User Added |
| RT @ParadoxicalMike: I'm a tramp, ho, AND a slut. | Mixed | Abusive | User Added |
| RT @Papi_Chulo25: The fact that all y'all hoes gettin pregnant wit no ring on ya finger 😂😂😂😂😂😂 | Mixed | Abusive | User Added |
| RT @PapiRawAf: Im a pimp tho no limp hoe | Mixed | Abusive | User Added |
| RT @PapasPaid: My tuesday bitch man I aint even hit it yet just finger pop her pussy just to sit and get the kitty wet | Mixed | Abusive | User Added |
| RT @PapasPaid: My monday bitch keep her ass up and face down | Mixed | Abusive | User Added |
| RT @Papa_Woodall: I hate bitches who be laughing with they teeth. That shit is scary as fuck to witness. Like cover your mouth hoe. | 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