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 @iAmYalanda: I need some phenomenal head. Like someone who was born and breed to eat pussy. Someone who is an adept when it cums to tong… | Mixed | Abusive | User Added |
| RT @iAmTahyi_Tho: I hate when bitches twerk to slow songs !!! 😒👊💢 | Mixed | Abusive | User Added |
| RT @iAmScottyBravo: I hate when old bitches👵 wear clothes these young hoes be wearing💇👙👠, like stay yo ass✋😒 in yo age group | Mixed | Abusive | User Added |
| RT @iAmLekan_: Lmaoo nigger is scared 😜 “@Damolabond: So results are supposed to be out today Lol lol” | Mixed | Abusive | User Added |
| RT @iAmKilo_Bae: Its 2 things in this world that I aint seen, thats a UFO & a bitch that I need !! | Mixed | Abusive | User Added |
| RT @iAmEastAtlanta: Don't be sorry hoe, Be Careful | Mixed | Abusive | User Added |
| RT @iAmDaHarper: he's saying...he doesn't discriminate. he like darkskin hoes he like lightskin hoes he like Asians. as long as they bad. | Mixed | Abusive | User Added |
| RT @iAmBitchassness: stop fucking calling these legends trash. Cuz the top artists of our generation "take" from the legends. | Mixed | Abusive | User Added |
| RT @iAmBitchassness: I'm not telling you to like Al Green or Otis Redding! Stop missing the point. Just don't call them trash & tell me you… | Mixed | Safe | User Added |
| RT @iAintGottaRap: Ead RT @Fat_Rell: Especially after Rita died.. RT @Kayla_Applebum: Dexter was just as trash as Breaking Bad. | Mixed | Abusive | User Added |
| RT @iAintAsianTho: you see her nudes? she must have beat her own pussy up RT @DonDippa: Salute http://t.co/gxmym20q9L | Mixed | Abusive | User Added |
| RT @iAMxJONES: I know where I would be tonight if I was in #ATL #MansionElan I can bet that bitch gone be lit tonight 🔥🔥 | 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