| Positive versus negative cell type | Accuracy (%) | MCC (%) | Recall (%) | Private feature subsets |
| {Pyramidal} versus {motoneuron, sensory, tripolar, bipolar, multipolar, Purkinje} | 99.10 ± 0.12 | 97.05 ± 0.40 | 99.76 ± 0.10 | , Lpd, NW, Co, Pk2, HT, Bar, Su, PDR, Ta2 | , Lpd, NW, Bal, Pk2, Vo, Bar, HT, PDR, Ta2 | , Lpd, NW, Bal, Pk2, Vo, Bar, HT, Pc, Ta2 | , Lpd, Bal, NW, HT, Pc, Vo, PDR, Ta2 | , Lpd, Co, NW, HT, PDR, Vo, Bar, Ta2 |
| {Motoneuron} versus {sensory, tripolar, bipolar, multipolar, Purkinje} | 97.26 ± 1.44 | 94.3 ± 3.02 | 94.50 ± 5.21 | SS | SS, NH, , Ta1, SA, Ta2, HT, Su, NW, Vo | SS, NH, , HT, Vo, NW, Lpd, Dp, Su, SA | SS, NH, , Lpd, Ta1, Vo, HT, Le, Ta2, SA | SS, NH, , HT, SA, Ta1, Vo, ND, Le, Dp |
| {Sensory} versus {tripolar, bipolar, multipolar, Purkinje} | 90.15 ± 1.24 | 80.62 ± 2.46 | 97.85 ± 1.38 | Pa | Pa, SS, SA, Ta1, ND, Pk2, Btr, NW, Pk, Btl | Pa, SS, SA, Ta1, ND, Ty, Co, Di, Btr | Pa, SS, SA, Ta1, ND, Ty, Di | Pa, SS, SA, ND, Ta1, Ty, Btr, NW, Lpd, Pk |
| {Tripolar} versus {bipolar, multipolar, Purkinje} | 99.16 ± 0.56 | 98.32 ± 1.12 | 99.17 ± 1.41 | NW | NW, SS, He, Pa, ND, | NW, SS, He | NW, SS, He | NW, SS, He, Pa, ND |
| {Bipolar} versus {multipolar, Purkinje} | 96.95 ± 3.07 | 93.86 ± 6.24 | 95.83 ± 2.95 | | , Vo, He, Ty, Su | , Vo, Su, Ty, He, Ta2, NW, Btor, Pk | , Vo, Su, NW, Ta2, Di, Pc, He, Btor | , Vo, Su, He, Di, Ta2, Btor, Pk |
| {Multipolar} versus {Purkinje} | 100.00 ± 0.00 | 100.00 ± 0.00 | 100.00 ± 0.00 | DR | DR | Pa | | Pa |
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