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 @Salon: A trash-talking athlete vs. a violent congressman: Who's the real "thug," here? http://t.co/dFNdCqWDAX via @joanwalsh | Mixed | Abusive | User Added |
| RT @SalomaeSadiqa: It's because you can't bend me, you can't buy me and you can't make me into your nigger! #Farrakhan #TheTime | Mixed | Hate Speech | User Added |
| RT @SalamanCode: Proof that thots are retarded. http://t.co/rHJSlL9i9f | Mixed | Hate Speech | User Added |
| RT @Salaayah: "I let ma chain hang low..." "Two chains..." "Gold all in ma chain..." "I keep a chain ana hoe..." "Niggas staring at ma chai… | Mixed | Abusive | User Added |
| RT @Saint_Jeremy: She right RT @2Girls1Richard: You spam RT @TheReaIPinkyxxx: If you eating the pussy you might as well eat the ASS. http:… | Mixed | Abusive | User Added |
| RT @SaertjeMirror: I am a zebra amongst the sheep. | Mixed | Safe | User Added |
| RT @SadoMisogynist: I hate these Mo'ne Davis commercials. Bitch is gonna end up either a dyke or a loser like every other female. | Mixed | Abusive | User Added |
| RT @SaNtAnAdaGrEaT: I never understood that 😒if u want a strap on, just fck a nigga ! 😂😂😂 wtf bitch | Mixed | Abusive | User Added |
| RT @SVO__: One who can't keep his bitch RT @StaceyNoDash_ What kind of man can't parallel park? | Mixed | Abusive | User Added |
| RT @SVL305: @VJtechsupport @YoungMcFly the real reason y she gave up rapping was because of ME.. i called her trash to her face n asked for… | Mixed | Safe | User Added |
| RT @SVL305: @VJtechsupport @YoungMcFly since we on the subject she used to always ask to to see my dick via dm.. fck dat rat face hoe b | Mixed | Abusive | User Added |
| RT @SUPERi0R_422: My daddy told me not to date a man with soft hands lol... Either he doesn't do hard labor or he's a "faggot". | 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