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 @StevStiffler: The nicer you are, the easier you're hurt. So just be a bitch | Mixed | Abusive | User Added |
| RT @StevStiffler: If her bio says "Only God can judge me" she's a hoe. | Mixed | Abusive | User Added |
| RT @StevStiffler: Element number 35 is Bromine and it comes before number 67 Ho (Holmium). Therefore, its Bros before hoes. | Mixed | Abusive | User Added |
| RT @StevStiffler: Can't trust a bitch who lets the microwave hit 0, she doesn't care about her life...she probably jumps on the lava part o… | Mixed | Abusive | User Added |
| RT @StephyRae7: pussies wanna use "royal icing" for their gingerbread houses...fuck that...ima use my homemade cream cheese frosting. | Mixed | Abusive | User Added |
| RT @StephenGoetz2: These hoes ain't loyal | Mixed | Abusive | User Added |
| RT @StephMcMahon: A sign at "Checkpoint Charlie", a well known crossing point between East and West Berlin, when Germany… http://t.co/0l0Kg… | Mixed | Safe | User Added |
| RT @StephGhost: RT @iDntWearCondoms: Come somebody please get me a PS4? Willing to eat pussy for it if need be. | Mixed | Abusive | User Added |
| RT @StephGhost: "You don't get bitches" RT @dondonboi: Take Care the mos overrated album that has been released in the last 5 years | Mixed | Abusive | User Added |
| RT @Steiny31: Peace, bitch. http://t.co/mEkV4wyJvq | Mixed | Abusive | User Added |
| RT @SteffyBallin: i hate when people ask “who you tryna look good for?!” bitch myself bye | Mixed | Abusive | User Added |
| RT @SteeloBrim: Watch social media with all that hate in their blood try and wish bad on Derrick! He back bitch! Stop hating #Stronger #Qui… | 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