Table 1.
NRI scores and the precision and recall components for various scenarios.
| Scenario | P | R | Global NRI |
|---|---|---|---|
| A neuron is split into two pieces with equal number of synapses | 1.00 | 0.50 | 0.67 |
| A neuron is split into three pieces with equal number of synapses | 1.00 | 0.33 | 0.50 |
| Two whole neurons are merged | 0.50 | 1.00 | 0.67 |
| Three whole neurons are merged | 0.33 | 1.00 | 0.50 |
| One neuron in a network of 10 neurons is split into 9 pieces and each piece is merged with one of the other 9 neurons | 0.82 | 0.91 | 0.86 |
| In a network of neurons, 20% of synapses on each neuron are deleted | 1.00 | 0.64 | 0.78 |
Scores are intuitively commensurate with the magnitudes and types of reconstruction errors.