Appendix 2—table 1.
The mean BIC and model parameter values for each model for each experiment. The bolded lines show the models with the smallest BIC, which was model number 2, the dual-learning rate model without separate parameters for day 1 conditions.
Experiment | Model | BIC | on | off | α+ON | α+OFF | α-ON | α-OFF | β |
---|---|---|---|---|---|---|---|---|---|
1 | 1 | 996.243 | 0.1006 | 60.8972 | |||||
2 | 885.9434 | 0.1024 | 0.0041 | 9.678 | |||||
3 | 992.3985 | 0.0808 | 0.0988 | 36.866 | |||||
4 | 891.5522 | 0.1184 | 0.1593 | 0.0184 | 0.0097 | 7.3885 | |||
2 | 1 | 520.6029 | 0.1131 | 231.6615 | |||||
2 | 485.0105 | 0.1922 | 0.0319 | 21.278 | |||||
3 | 510.5098 | 0.1248 | 0.0616 | 116.4691 | |||||
4 | 487.6825 | 0.3144 | 0.1825 | 0.0438 | 0.1273 | 7.2812 | |||
3 | 1 | 807.0322 | 0.132 | 101.1408 | |||||
2 | 737.4145 | 0.2069 | 0.0253 | 5.9512 | |||||
3 | 802.9193 | 0.1059 | 0.0624 | 163.4829 | |||||
4 | 746.7926 | 0.2918 | 0.1846 | 0.0521 | 0.0555 | 4.104 |