Table 5.

Boosting tree predictions.

	Observed Value	Predicted Value	Probability for Walk	Probability for Bike	Probability for Car
259	bike	bike	0.0234	0.934625	0.041975
261	bike	bike	0.046108	0.912823	0.041068
262	bike	bike	0.030055	0.923156	0.046789
263	bike	bike	0.106958	0.842734	0.050308
264	bike	bike	0.062376	0.880292	0.057332
265	bike	bike	0.023703	0.951022	0.025275
266	car	car	0.102277	0.159174	0.738549
267	bike	bike	0.027343	0.930179	0.042478
268	car	car	0.103929	0.189645	0.706426
269	car	car	0.077642	0.323658	0.598699
270	bike	bike	0.025509	0.934864	0.039628
271	bike	bike	0.020835	0.945525	0.03364
272	bike	bike	0.085094	0.68833	0.226576
273	bike	bike	0.04176	0.852439	0.105802
274	bike	bike	0.086507	0.673364	0.240129
275	bike	car	0.155593	0.40531	0.439097
276	bike	bike	0.076748	0.767849	0.155403
277	bike	bike	0.06233	0.887722	0.049949
278	bike	bike	0.055385	0.776124	0.168491
279	car	car	0.055508	0.062741	0.881751
280	walk	car	0.332184	0.208863	0.458953
281	bike	bike	0.05002	0.900994	0.048987
282	bike	bike	0.159287	0.685904	0.154809
283	bike	bike	0.086926	0.579401	0.333673
285	bike	bike	0.073421	0.628132	0.298447
286	bike	bike	0.028764	0.913341	0.057895
287	bike	bike	0.026671	0.946023	0.027305
289	bike	bike	0.067302	0.710574	0.222125
290	car	car	0.054037	0.062914	0.883049
291	car	car	0.031149	0.047442	0.92141
292	car	car	0.031286	0.081858	0.886856
293	bike	bike	0.171193	0.451166	0.377641
295	car	car	0.096279	0.171312	0.732409
296	bike	bike	0.04745	0.918952	0.033598
297	car	car	0.238833	0.128685	0.632482
298	car	car	0.099837	0.062583	0.83758
300	bike	bike	0.121236	0.472548	0.406216
301	bike	bike	0.024016	0.933427	0.042557
303	car	car	0.059362	0.103285	0.837353
304	car	car	0.096316	0.069332	0.834352
305	car	car	0.040802	0.089445	0.869753
306	car	car	0.057023	0.084437	0.85854
307	car	car	0.040802	0.089445	0.869753
308	car	car	0.041736	0.051064	0.9072
310	car	car	0.027506	0.06945	0.903044