changeforest
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Accessing the p-value of each segment
Hi,
I've noticed you can get the p-value for the result, but not for each segment, which is only seen when printing the result. Have I missed something in the code?
best_split max_gain p_value
(0, 2000] 475 36.18 0.005
¦--(0, 475] 252 103.484 0.005
¦ ¦--(0, 252] 21 4.228 0.05
¦ °--(252, 475] 427 11.796 0.005
¦ ¦--(252, 427] 320 46.795 0.005
¦ ¦ ¦--(252, 320] 272 -17.767 0.82
¦ ¦ °--(320, 427] 364 -18.147 1
¦ °--(427, 475] 454 -29.02 0.99
°--(475, 2000] 1228 17.11 0.005
¦--(475, 1228] 785 23.767 0.005
¦ ¦--(475, 785] 739 5.792 0.005
¦ ¦ ¦--(475, 739] 527 45.532 0.005
¦ ¦ ¦ ¦--(475, 527] 502 -17.065 0.27
¦ ¦ ¦ °--(527, 739] 711 -10.619 0.025
¦ ¦ °--(739, 785] 759 -12.84 0.05
¦ °--(785, 1228] 1199 2.848 0.02
°--(1228, 2000] 1340 142.196 0.005
¦--(1228, 1340] 1279 2.301 0.005
¦ ¦--(1228, 1279] 1253 -1.059 0.005
¦ ¦ ¦--(1228, 1253]
¦ ¦ °--(1253, 1279]
¦ °--(1279, 1340] 1317 -26.685 0.31
°--(1340, 2000] 1688 37.242 0.005
¦--(1340, 1688] 1429 10.582 0.005
¦ ¦--(1340, 1429] 1384 -2.852 0.005
¦ ¦ ¦--(1340, 1384] 1360 -6.443 0.02
¦ ¦ °--(1384, 1429] 1404 -1.174 0.005
¦ ¦ ¦--(1384, 1404]
¦ ¦ °--(1404, 1429]
¦ °--(1429, 1688] 1494 8.805 0.005
¦ ¦--(1429, 1494] 1455 -17.805 0.26
¦ °--(1494, 1688] 1632 2.709 0.04
°--(1688, 2000] 1822 45.679 0.005
¦--(1688, 1822] 1735 12.374 0.005
¦ ¦--(1688, 1735] 1708 -13.261 0.975
¦ °--(1735, 1822] 1771 13.194 0.005
¦ ¦--(1735, 1771]
¦ °--(1771, 1822] 1801 -18.571 0.62
°--(1822, 2000] 1872 12.889 0.005
¦--(1822, 1872] 1844 3.874 0.005
¦ ¦--(1822, 1844]
¦ °--(1844, 1872]
°--(1872, 2000] 1898 -7.626 0.1
Thanks,
Harry