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 @_ConnerJay: Ho ho ho bitches Merry 4 months-ish until Christmas. http://t.co/4JCiu8vHzV | Mixed | Abusive | User Added |
| RT @_CollegeHumor_: i fully support same-sex marriage but i'll never stop calling my friends faggots | Mixed | Hate Speech | User Added |
| RT @_CollegeHumor_: One loyal girlfriend is worth more than one hundred hoes. | Mixed | Abusive | User Added |
| RT @_CocaKoula: Da bitch got scared and couldn't take it no mo but ya boy was feenin fo dat 😕😂😂 “@uce_INA: 😂😭😂😭😂😭😂 koula noooooooo https://… | Mixed | Abusive | User Added |
| RT @_ChickenGeorge: DEAD!!💀“@TAkeme2CHINA: 😩 RT @PEagles14: When ur fuckin and her pussy stank but u have really good friends........... ht… | Mixed | Hate Speech | User Added |
| RT @_Cashhhhhh: Was deleting this pic until I realized a dike in the back ground dressed like a nigga with wedges on 😂 , bitch I'm 💀 http:/… | Mixed | Hate Speech | User Added |
| RT @_CDiddy: Hate to break the news but u spam bro RT @MojoGreen1217: A dyke a tuck her titties in the winter and start calling herself Mr.… | Mixed | Abusive | User Added |
| RT @_ButterPecanTan: half y'all bitches side hoes and don't even know. | Mixed | Abusive | User Added |
| RT @_BucketsMcnasty: You knew I fucked that bitch and you didn't react? | Mixed | Abusive | User Added |
| RT @_BucketsMcnasty: U bitches boring | Mixed | Abusive | User Added |
| RT @_BucketsMcnasty: Iz no point in being jealous cuz dee hoes for everybody #💯💯💯 #BucketsProverbs | Mixed | Abusive | User Added |
| RT @_BucketsMcnasty: If u can steal her she's a hoe | 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