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 @WindPushedGrass: "This bitch is just dead weight" - Pallbearers | Mixed | Abusive | User Added |
| RT @Wilnerness590: . @Jmart96 Because Outman is a brand-new #Yankees and because Girardi will never use 3 relievers when he can use 6. | Mixed | Safe | User Added |
| RT @WillyWelfare: Its so damn hot in this bitch | Mixed | Abusive | User Added |
| RT @WillMcAvoyACN: An ad for the Haitian charity "Water Is Life" mocks people who use #FirstWorldProblems hashtag through juxtaposition. ... | Mixed | Safe | User Added |
| RT @WifiOverHoes: idgaf what you bitches say about me 😂 | Mixed | Abusive | User Added |
| RT @WifiAndPorn: The fuck? RT @llAboutBenji: I asked this bitch if she was having a good day, and the bitch said "stop being weird" im conf… | Mixed | Abusive | User Added |
| RT @WhyVee: @georgegalloway A Muslim wmn covers the yellow star of Jewish neighbour with her veil to protect her, Sarajevo,1941. http://t.c… | Mixed | Safe | User Added |
| RT @WhoreFandom: I'm going to let the pussy out like fight night #vote5sos | Mixed | Abusive | User Added |
| RT @WhoSFlyy__: i was ready to delete my entire instagram app when i found out one of my IG crushes was selling pussy on backpage for $75 f… | Mixed | Abusive | User Added |
| RT @WhoIsTie: Can't keep stooping for these hoes. I know better | Mixed | Abusive | User Added |
| RT @WhoApollo: WCW goes out to all the women with their shit together because these pretty bitches get way too much credit for being cute w… | Mixed | Abusive | User Added |
| RT @WhittTooCold: Ray J is the perfect example of what happens when you give a lame nigga some pussy | 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