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 @_BeautifulKeezy: “@100046729: “@_BeautifulKeezy: let me sit this ass on you !”@Leelucas_”bitch you and Chris better Gtf 👐 | Mixed | Abusive | User Added |
| RT @_BeautifulKeezy: “@100046729: “@_BeautifulKeezy: @100046729 bitch😂😂😂💀”man that's so cute to me 😂😂😂💀”find a date | Mixed | Abusive | User Added |
| RT @_BeautifulKeezy: “@100046729: “@_BeautifulKeezy: “@maxnostalgia: @100046729 you need one 😒”yesss cause I'm not her bf !”you my bitch”😂😂 | Mixed | Abusive | User Added |
| RT @_Bayou_Bob_: “@white_thunduh: Why does nobody believe me when i say im a virgin dewd wtf” No you aint hoe | Mixed | Abusive | User Added |
| RT @_BaDunCHING_: This bitch.... http://t.co/3x1NOLV356 | Mixed | Abusive | User Added |
| RT @_BOOWHOP: I can't trust ah soul I can't trust these NIGHAS I can't trust these hoes | Mixed | Abusive | User Added |
| RT @_AshCrackk: My bitch bad, she from the island | Mixed | Abusive | User Added |
| RT @_AD4: Why all ghetto chicks gotta smell like love-spell. Or that cucumber shit, bath & body works! | Mixed | Abusive | User Added |
| RT @_2kkz: You niggaz really think yo niggaz/n yo bitch solid guarantee yo nigga will hav her choosin n wont tell ya | Mixed | Abusive | User Added |
| RT @_2kkz: This faggit bitch tried to say she hoe'd for hd bearfaced bitch yusa fag | Mixed | Hate Speech | User Added |
| RT @Zubiaa_3o3: You can't take no ones bitch. | Mixed | Abusive | User Added |
| RT @ZonedMoan: Smh RT @TieMyDuragBoo: And Henny too RT @BkRaised718 Beer trash af end of story | 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