Table 3 Prediction statistics
From: Innovation decision of Tunisian service firms: an empirical analysis
| Â | Actual probability | One-stage model | Two-stage model | |||
|---|---|---|---|---|---|---|
Number | % | Predicted probability | % | Predicted probability | % | |
0: No-innovation | 23 | 21.30 | 13 | 12.04 | - | - |
1: New-to-market | 10 | 9.26 | 4 | 3.70 | 5 | 5.88 |
2: New-to-firm | 18 | 16.67 | 3 | 2.78 | 3 | 3.53 |
3: Both | 57 | 52.78 | 46 | 42.59 | 50 | 58.82 |
Number of observation 1–3 | 85 |  |  |  | 58 |  |
Number of observation 0–3 | 108 |  | 66 |  |  |  |
Correct prediction rate | Â | Â | 61.11 | Â | 68.23 | Â |