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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @illWill_Trippy: "@marcellusrexxx: “@Bitchimgoonin: “@yoooodem: this bitch real nasty 😆 https://t.co/FXi7gkAuh2” 😳”😳😳" ah need her 👌 | Mixed | Abusive | User Added |
| RT @ikesizzle: Trey Songz album is about being a single hoe ass nigga lol | Mixed | Abusive | User Added |
| RT @ikesizzle: RT @ericajenee_: “@_SheDAzzle: Ike finna have the bitter bitches upsaught” - and he don't care lmao | not at all | Mixed | Abusive | User Added |
| RT @ikesizzle: If you hatin you just need some pussy... | Mixed | Abusive | User Added |
| RT @ijustbeSinginn: I just wanna leave this bitch for a weekend | Mixed | Abusive | User Added |
| RT @iiAK: I hate seeing a nice fee wit a weak nigga .. Be like girl yu retarded r sumn?! Uon know yu cud have me?! | Mixed | Abusive | User Added |
| RT @igbanamibani: “@DevJayAintShit: these hoes ain't loyal 😭 https://t.co/TSb0xljRNy”lol | Mixed | Abusive | User Added |
| RT @idontTRUSTem: I will neva sleep on a pussy | Mixed | Abusive | User Added |
| RT @icyunv_shakia: “@1017_Sqquad Iont got not type ... Bad bitches is the only thing that I like” | Mixed | Abusive | User Added |
| RT @iceyy505: I HATE hoe ass people. | Mixed | Hate Speech | User Added |
| RT @ibethathigh_RNS: She called me Mexican is that all she have on me tho? IM A PROUD HISPANIC BITCH sure liked this dick tho hoe. | Mixed | Abusive | User Added |
| RT @ian0012: dawn of the planet of the apes of the four calling birds of the three french hens of the two turtle doves of the partridge in … | 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