Profiling Assets

Profiling Assets

6 Classes
                        Train + Test
1. Miner Assets     = 333 + 129 = 462 
2. Nominer Assets   = 933 + 273 = 1206
3. Phoma Assets     = 389 + 97  = 486
4. Nophoma Assets   = 877 + 305 = 1182
5. Rust Assets      = 309 + 73  = 382
6. Norust Assets    = 957 + 329 = 1286

Calc. Portion
Total Images each Classes (TIC)
    ->Train = 80%
                -> S.Train = 80% * Train
                -> S.Validation = 20% * Train
    ->Test = 20%
            => S.Test = 20% * TIC

[Formula]
S.Train         = 0.8 * 0.8 * TIC
S.Validation    = 0.2 * 0.8 *TIC
S.Test          = 0.2 * TIC


Split into 3 Storage (S.)
Classes             Total Assets        S.Train     S.Validation        S.Test
Miner               461                 296         74                  91                          
Nominer             1.205               772         193                 240
Phoma               485                 311         78                  96
Nophoma             1.181               756         189                 236
Rust                381                 244         61                  76
Norust              1.285               823         206                 256