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 @____Quinn: When you thinking about killing a bitch http://t.co/bT7hf28U0d | Mixed | Abusive | User Added |
| RT @____LilRambo: “@Dollvsh_: I don't be fucking with NOBODY , cause most of these bitches got fake in they blood . ✊”and niggas | Mixed | Abusive | User Added |
| RT @____Chelleeee: Been Trynna catch up Witchu pussy 🔫 | Mixed | Abusive | User Added |
| RT @___TheFuckery: "@187XO_: ' You messin with broke niggahs you gon be broke niggah 󾭻󾭻󾭻󾭻❗️" nigga preeeeeeeach ! ! | Mixed | Abusive | User Added |
| RT @___Royals: When niggas try to act hard but really be bitch made 😂 | Mixed | Abusive | User Added |
| RT @___Nisha: I hate when boys keep chasing a bitch that treat them like they any nigga 😑 | Mixed | Abusive | User Added |
| RT @___MICHIGANMADE: Only the basic bitches put on for Twitter .. | Mixed | Abusive | User Added |
| RT @___Legacy: Need some ice cream and Oreos 😍 | Mixed | Safe | User Added |
| RT @___Jazsy: If a bitch tweeting about a nigga and he saying he don't mess with her , He's lying😕 That bitch ain't tweeting for nothing 😏 | Mixed | Abusive | User Added |
| RT @__YouWEAKTho: ain't no "WE" in this bitch . | Mixed | Abusive | User Added |
| RT @__VIIXXIV 😂 Me: Baby I cooked Bae: What's for dinner? Me: That bitch you been texting http://t.co/GwT19xIXUz | Mixed | Abusive | User Added |
| RT @__Stackzz: Pick 6 hoe lets gooo | 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