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 @SteeloBrim: Captain Kirk hoe! | Mixed | Abusive | User Added |
| RT @Steamed_Greens: "@JuanNdaCut: This bitch wanna be Roger from American Dad so bad http://t.co/KXhA1ZtYMs" | Mixed | Abusive | User Added |
| RT @StealUrGirlBush: Like honestly if you are embarrassed to be around someone because of how they look, you're trash | Mixed | Abusive | User Added |
| RT @SteadmanTerri: @wheeler_kashhh tf bitch!!??? Lol | Mixed | Abusive | User Added |
| RT @SteadmanTerri: @wheeler_kashhh bitch waaaaaa?? | Mixed | Abusive | User Added |
| RT @SteadmanTerri: @wheeler_kashhh Mann fuckk dat shit!!..fuckk dat bitch!! 😂😂 | Mixed | Abusive | User Added |
| RT @StayyeGolden: “@vivalakristia: Everybody that's still on Facebook ghetto or pregnant idc.”accurate | Mixed | Safe | User Added |
| RT @StayTrippyyyy_: I love bad bitches, that's my fucking problem! | Mixed | Abusive | User Added |
| RT @StayLiftedd_: Anxiety is a bitch | Mixed | Abusive | User Added |
| RT @StarlitoDonTrip: I'm just looking for a bitch that can hold me down | Mixed | Abusive | User Added |
| RT @StLNetworkGuru: Write in Christine LaPorta for #MOSen #Ferguson She represents all ChappelleNadal refer to whites as crackers & KKK ht… | Mixed | Abusive | User Added |
| RT @Sqaud9Rell: she's a hoe, she's ugly, she's a bitch, she's this, she's that .. but you dated her? please, take a seat. | 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