20.62 Conditional Decision Tree
We are using the newer version of the ctree() function as is provided
by (Hothorn and Zeileis 2024). One advantage of the newer version is that predict()
with type="prob" works just like other predict() method (returns a
matrix rather than a list).
##
## Model formula:
## rain_tomorrow ~ rain_today + temp_3pm + temp_9am + cloud_3pm +
## cloud_9am + pressure_3pm + pressure_9am + humidity_3pm +
## humidity_9am + wind_speed_3pm + wind_speed_9am + wind_dir_3pm +
## wind_dir_9am + wind_gust_speed + wind_gust_dir + sunshine +
## evaporation + rainfall + max_temp + min_temp
##
## Fitted party:
## [1] root
## | [2] humidity_3pm <= 71
## | | [3] humidity_3pm <= 51
## | | | [4] wind_gust_speed <= 54
## | | | | [5] sunshine <= 7.2
## | | | | | [6] pressure_3pm <= 1014.8
## | | | | | | [7] humidity_3pm <= 27: No (n=333, err=11.7%)
## | | | | | | [8] humidity_3pm > 27
## | | | | | | | [9] pressure_3pm <= 1004.7: Yes (n=221, err=48.4%)
## | | | | | | | [10] pressure_3pm > 1004.7
## | | | | | | | | [11] wind_dir_9am <= NE: No (n=535, err=43.6%)
## | | | | | | | | [12] wind_dir_9am > NE
## | | | | | | | | | [13] wind_speed_9am <= 20
## | | | | | | | | | | [14] wind_gust_speed <= 37: No (n=447, err=18.1%)
## | | | | | | | | | | [15] wind_gust_speed > 37: No (n=570, err=30.9%)
## | | | | | | | | | [16] wind_speed_9am > 20: No (n=191, err=13.6%)
## | | | | | [17] pressure_3pm > 1014.8
## | | | | | | [18] pressure_3pm <= 1020.2
## | | | | | | | [19] wind_dir_9am <= NE
## | | | | | | | | [20] wind_gust_speed <= 39
## | | | | | | | | | [21] humidity_3pm <= 45: No (n=187, err=12.8%)
## | | | | | | | | | [22] humidity_3pm > 45: No (n=95, err=28.4%)
## | | | | | | | | [23] wind_gust_speed > 39: No (n=173, err=34.7%)
## | | | | | | | [24] wind_dir_9am > NE
## | | | | | | | | [25] sunshine <= 4.2
## | | | | | | | | | [26] humidity_9am <= 72: No (n=260, err=11.5%)
## | | | | | | | | | [27] humidity_9am > 72: No (n=92, err=29.3%)
## | | | | | | | | [28] sunshine > 4.2: No (n=741, err=8.4%)
## | | | | | | [29] pressure_3pm > 1020.2
## | | | | | | | [30] rainfall <= 2.8
## | | | | | | | | [31] cloud_3pm <= 3: No (n=205, err=0.5%)
## | | | | | | | | [32] cloud_3pm > 3: No (n=1019, err=6.3%)
## | | | | | | | [33] rainfall > 2.8: No (n=103, err=18.4%)
## | | | | [34] sunshine > 7.2
## | | | | | [35] pressure_3pm <= 1015.2
## | | | | | | [36] humidity_3pm <= 30
## | | | | | | | [37] humidity_3pm <= 21
## | | | | | | | | [38] wind_gust_speed <= 44
## | | | | | | | | | [39] humidity_3pm <= 18
## | | | | | | | | | | [40] wind_dir_9am <= NNE: No (n=1066, err=2.2%)
## | | | | | | | | | | [41] wind_dir_9am > NNE: No (n=3917, err=0.7%)
## | | | | | | | | | [42] humidity_3pm > 18
## | | | | | | | | | | [43] pressure_3pm <= 1007.6: No (n=257, err=8.6%)
## | | | | | | | | | | [44] pressure_3pm > 1007.6: No (n=1426, err=1.6%)
## | | | | | | | | [45] wind_gust_speed > 44
## | | | | | | | | | [46] humidity_3pm <= 14: No (n=1442, err=1.7%)
## | | | | | | | | | [47] humidity_3pm > 14
## | | | | | | | | | | [48] rainfall <= 2.4
## | | | | | | | | | | | [49] cloud_3pm <= 5
## | | | | | | | | | | | | [50] temp_3pm <= 39.4: No (n=1253, err=3.7%)
## | | | | | | | | | | | | [51] temp_3pm > 39.4: No (n=72, err=13.9%)
## | | | | | | | | | | | [52] cloud_3pm > 5: No (n=144, err=11.1%)
## | | | | | | | | | | [53] rainfall > 2.4: No (n=15, err=26.7%)
## | | | | | | | [54] humidity_3pm > 21
## | | | | | | | | [55] wind_dir_9am <= ENE
## | | | | | | | | | [56] wind_gust_speed <= 43
## | | | | | | | | | | [57] wind_gust_speed <= 37
## | | | | | | | | | | | [58] rainfall <= 1.6
## | | | | | | | | | | | | [59] max_temp <= 28.7: No (n=403, err=6.7%)
## | | | | | | | | | | | | [60] max_temp > 28.7: No (n=776, err=1.9%)
## | | | | | | | | | | | [61] rainfall > 1.6: No (n=20, err=15.0%)
## | | | | | | | | | | [62] wind_gust_speed > 37: No (n=825, err=8.7%)
## | | | | | | | | | [63] wind_gust_speed > 43
## | | | | | | | | | | [64] sunshine <= 10: No (n=687, err=18.9%)
## | | | | | | | | | | [65] sunshine > 10: No (n=193, err=5.2%)
## | | | | | | | | [66] wind_dir_9am > ENE
## | | | | | | | | | [67] cloud_3pm <= 7
## | | | | | | | | | | [68] wind_speed_9am <= 6
## | | | | | | | | | | | [69] wind_gust_speed <= 52: No (n=782, err=4.6%)
## | | | | | | | | | | | [70] wind_gust_speed > 52: No (n=17, err=29.4%)
## | | | | | | | | | | [71] wind_speed_9am > 6
## | | | | | | | | | | | [72] sunshine <= 9.2: No (n=2870, err=2.6%)
## | | | | | | | | | | | [73] sunshine > 9.2
## | | | | | | | | | | | | [74] pressure_3pm <= 1002.5: No (n=14, err=21.4%)
## | | | | | | | | | | | | [75] pressure_3pm > 1002.5: No (n=1369, err=0.7%)
## | | | | | | | | | [76] cloud_3pm > 7: No (n=113, err=15.0%)
## | | | | | | [77] humidity_3pm > 30
## | | | | | | | [78] wind_gust_speed <= 43
## | | | | | | | | [79] cloud_3pm <= 6
## | | | | | | | | | [80] sunshine <= 9.9
## | | | | | | | | | | [81] pressure_3pm <= 1011.1
## | | | | | | | | | | | [82] humidity_9am <= 86
## | | | | | | | | | | | | [83] humidity_3pm <= 46: No (n=2156, err=9.9%)
## | | | | | | | | | | | | [84] humidity_3pm > 46: No (n=730, err=15.8%)
## | | | | | | | | | | | [85] humidity_9am > 86: No (n=334, err=21.0%)
## | | | | | | | | | | [86] pressure_3pm > 1011.1
## | | | | | | | | | | | [87] wind_gust_speed <= 37
## | | | | | | | | | | | | [88] humidity_3pm <= 40
## | | | | | | | | | | | | | [89] wind_gust_speed <= 30: No (n=1162, err=2.7%)
## | | | | | | | | | | | | | [90] wind_gust_speed > 30
## | | | | | | | | | | | | | | [91] wind_dir_9am <= SE: No (n=731, err=7.5%)
## | | | | | | | | | | | | | | [92] wind_dir_9am > SE: No (n=669, err=2.5%)
## | | | | | | | | | | | | [93] humidity_3pm > 40
## | | | | | | | | | | | | | [94] humidity_9am <= 67
## | | | | | | | | | | | | | | [95] wind_speed_3pm <= 15: No (n=671, err=5.8%)
## | | | | | | | | | | | | | | [96] wind_speed_3pm > 15
## | | | | | | | | | | | | | | | [97] rainfall <= 3: No (n=484, err=2.1%)
## | | | | | | | | | | | | | | | [98] rainfall > 3: No (n=8, err=12.5%)
## | | | | | | | | | | | | | [99] humidity_9am > 67
## | | | | | | | | | | | | | | [100] wind_gust_speed <= 30: No (n=1247, err=6.1%)
## | | | | | | | | | | | | | | [101] wind_gust_speed > 30: No (n=845, err=10.1%)
## | | | | | | | | | | | [102] wind_gust_speed > 37
## | | | | | | | | | | | | [103] wind_dir_9am <= ENE
## | | | | | | | | | | | | | [104] rain_today in No: No (n=1281, err=11.6%)
## | | | | | | | | | | | | | [105] rain_today in Yes: No (n=171, err=20.5%)
## | | | | | | | | | | | | [106] wind_dir_9am > ENE
## | | | | | | | | | | | | | [107] wind_speed_9am <= 6
## | | | | | | | | | | | | | | [108] min_temp <= 13.3: No (n=223, err=9.4%)
## | | | | | | | | | | | | | | [109] min_temp > 13.3: No (n=86, err=27.9%)
## | | | | | | | | | | | | | [110] wind_speed_9am > 6
## | | | | | | | | | | | | | | [111] humidity_3pm <= 39: No (n=646, err=2.8%)
## | | | | | | | | | | | | | | [112] humidity_3pm > 39
## | | | | | | | | | | | | | | | [113] wind_gust_dir <= SE: No (n=211, err=12.8%)
## | | | | | | | | | | | | | | | [114] wind_gust_dir > SE
## | | | | | | | | | | | | | | | | [115] cloud_9am <= 2: No (n=97, err=12.4%)
## | | | | | | | | | | | | | | | | [116] cloud_9am > 2: No (n=628, err=3.8%)
## | | | | | | | | | [117] sunshine > 9.9
## | | | | | | | | | | [118] pressure_3pm <= 1007.2: No (n=377, err=9.5%)
## | | | | | | | | | | [119] pressure_3pm > 1007.2
## | | | | | | | | | | | [120] cloud_9am <= 2
## | | | | | | | | | | | | [121] cloud_3pm <= 2
## | | | | | | | | | | | | | [122] pressure_3pm <= 1009: No (n=218, err=5.0%)
## | | | | | | | | | | | | | [123] pressure_3pm > 1009: No (n=1316, err=0.8%)
## | | | | | | | | | | | | [124] cloud_3pm > 2: No (n=405, err=4.0%)
## | | | | | | | | | | | [125] cloud_9am > 2
## | | | | | | | | | | | | [126] max_temp <= 23.3: No (n=122, err=14.8%)
## | | | | | | | | | | | | [127] max_temp > 23.3: No (n=1107, err=2.9%)
## | | | | | | | | [128] cloud_3pm > 6
## | | | | | | | | | [129] sunshine <= 9.2
## | | | | | | | | | | [130] wind_dir_9am <= SSE
## | | | | | | | | | | | [131] wind_gust_speed <= 35: No (n=342, err=18.1%)
## | | | | | | | | | | | [132] wind_gust_speed > 35: No (n=335, err=28.1%)
## | | | | | | | | | | [133] wind_dir_9am > SSE
## | | | | | | | | | | | [134] cloud_9am <= 3: No (n=72, err=26.4%)
## | | | | | | | | | | | [135] cloud_9am > 3: No (n=328, err=8.5%)
## | | | | | | | | | [136] sunshine > 9.2: No (n=239, err=5.0%)
## | | | | | | | [137] wind_gust_speed > 43
## | | | | | | | | [138] sunshine <= 10.3
## | | | | | | | | | [139] pressure_3pm <= 1010.4
## | | | | | | | | | | [140] wind_dir_9am <= ESE
## | | | | | | | | | | | [141] cloud_3pm <= 5: No (n=508, err=29.3%)
## | | | | | | | | | | | [142] cloud_3pm > 5: No (n=202, err=44.6%)
## | | | | | | | | | | [143] wind_dir_9am > ESE
## | | | | | | | | | | | [144] humidity_3pm <= 48
## | | | | | | | | | | | | [145] wind_speed_9am <= 7: No (n=130, err=33.1%)
## | | | | | | | | | | | | [146] wind_speed_9am > 7
## | | | | | | | | | | | | | [147] pressure_3pm <= 1000.5: No (n=56, err=32.1%)
## | | | | | | | | | | | | | [148] pressure_3pm > 1000.5: No (n=768, err=10.4%)
## | | | | | | | | | | | [149] humidity_3pm > 48: No (n=152, err=36.2%)
## | | | | | | | | | [150] pressure_3pm > 1010.4
## | | | | | | | | | | [151] wind_dir_9am <= E
## | | | | | | | | | | | [152] wind_dir_3pm <= NE: No (n=228, err=36.0%)
## | | | | | | | | | | | [153] wind_dir_3pm > NE: No (n=501, err=17.0%)
## | | | | | | | | | | [154] wind_dir_9am > E
## | | | | | | | | | | | [155] wind_speed_9am <= 13
## | | | | | | | | | | | | [156] humidity_3pm <= 45
## | | | | | | | | | | | | | [157] temp_3pm <= 26.5: No (n=284, err=7.4%)
## | | | | | | | | | | | | | [158] temp_3pm > 26.5: No (n=120, err=22.5%)
## | | | | | | | | | | | | [159] humidity_3pm > 45
## | | | | | | | | | | | | | [160] wind_speed_3pm <= 11: No (n=26, err=50.0%)
## | | | | | | | | | | | | | [161] wind_speed_3pm > 11: No (n=142, err=20.4%)
## | | | | | | | | | | | [162] wind_speed_9am > 13
## | | | | | | | | | | | | [163] wind_dir_9am <= WSW
## | | | | | | | | | | | | | [164] rain_today in No: No (n=757, err=3.3%)
## | | | | | | | | | | | | | [165] rain_today in Yes: No (n=134, err=9.7%)
## | | | | | | | | | | | | [166] wind_dir_9am > WSW: No (n=617, err=10.5%)
## | | | | | | | | [167] sunshine > 10.3
## | | | | | | | | | [168] pressure_3pm <= 1007.8: No (n=209, err=11.0%)
## | | | | | | | | | [169] pressure_3pm > 1007.8: No (n=851, err=3.3%)
## | | | | | [170] pressure_3pm > 1015.2
## | | | | | | [171] humidity_3pm <= 44
## | | | | | | | [172] humidity_3pm <= 29
## | | | | | | | | [173] pressure_3pm <= 1016.9
## | | | | | | | | | [174] humidity_3pm <= 21: No (n=1160, err=0.3%)
## | | | | | | | | | [175] humidity_3pm > 21
## | | | | | | | | | | [176] pressure_9am <= 1019.7
## | | | | | | | | | | | [177] rainfall <= 5.2: No (n=717, err=1.5%)
## | | | | | | | | | | | [178] rainfall > 5.2: No (n=8, err=12.5%)
## | | | | | | | | | | [179] pressure_9am > 1019.7
## | | | | | | | | | | | [180] humidity_9am <= 33: No (n=15, err=40.0%)
## | | | | | | | | | | | [181] humidity_9am > 33: No (n=487, err=5.3%)
## | | | | | | | | [182] pressure_3pm > 1016.9: No (n=6767, err=0.5%)
## | | | | | | | [183] humidity_3pm > 29
## | | | | | | | | [184] pressure_3pm <= 1019.4
## | | | | | | | | | [185] wind_dir_9am <= ENE
## | | | | | | | | | | [186] wind_gust_speed <= 43
## | | | | | | | | | | | [187] sunshine <= 9.4: No (n=1208, err=6.9%)
## | | | | | | | | | | | [188] sunshine > 9.4: No (n=391, err=1.8%)
## | | | | | | | | | | [189] wind_gust_speed > 43
## | | | | | | | | | | | [190] sunshine <= 9.1: No (n=213, err=16.9%)
## | | | | | | | | | | | [191] sunshine > 9.1
## | | | | | | | | | | | | [192] rainfall <= 0.6: No (n=77, err=1.3%)
## | | | | | | | | | | | | [193] rainfall > 0.6: No (n=7, err=14.3%)
## | | | | | | | | | [194] wind_dir_9am > ENE
## | | | | | | | | | | [195] cloud_3pm <= 5
## | | | | | | | | | | | [196] humidity_9am <= 61: No (n=2050, err=1.2%)
## | | | | | | | | | | | [197] humidity_9am > 61: No (n=2135, err=2.9%)
## | | | | | | | | | | [198] cloud_3pm > 5
## | | | | | | | | | | | [199] temp_3pm <= 25.5: No (n=345, err=4.6%)
## | | | | | | | | | | | [200] temp_3pm > 25.5: No (n=94, err=17.0%)
## | | | | | | | | [201] pressure_3pm > 1019.4
## | | | | | | | | | [202] wind_gust_speed <= 46
## | | | | | | | | | | [203] pressure_3pm <= 1024.8
## | | | | | | | | | | | [204] sunshine <= 9.8: No (n=4357, err=1.9%)
## | | | | | | | | | | | [205] sunshine > 9.8: No (n=1247, err=0.5%)
## | | | | | | | | | | [206] pressure_3pm > 1024.8: No (n=2375, err=0.5%)
## | | | | | | | | | [207] wind_gust_speed > 46
## | | | | | | | | | | [208] wind_speed_9am <= 6: No (n=39, err=17.9%)
## | | | | | | | | | | [209] wind_speed_9am > 6: No (n=537, err=3.2%)
## | | | | | | [210] humidity_3pm > 44
## | | | | | | | [211] wind_gust_speed <= 33
## | | | | | | | | [212] pressure_3pm <= 1017.1
## | | | | | | | | | [213] temp_9am <= 13.9
## | | | | | | | | | | [214] pressure_9am <= 1019.8: No (n=138, err=6.5%)
## | | | | | | | | | | [215] pressure_9am > 1019.8: No (n=76, err=27.6%)
## | | | | | | | | | [216] temp_9am > 13.9: No (n=434, err=2.8%)
## | | | | | | | | [217] pressure_3pm > 1017.1
## | | | | | | | | | [218] cloud_3pm <= 7: No (n=4388, err=2.3%)
## | | | | | | | | | [219] cloud_3pm > 7: No (n=128, err=10.2%)
## | | | | | | | [220] wind_gust_speed > 33
## | | | | | | | | [221] rain_today in No
## | | | | | | | | | [222] pressure_3pm <= 1016.4
## | | | | | | | | | | [223] wind_dir_9am <= NNE: No (n=75, err=33.3%)
## | | | | | | | | | | [224] wind_dir_9am > NNE: No (n=491, err=6.5%)
## | | | | | | | | | [225] pressure_3pm > 1016.4
## | | | | | | | | | | [226] wind_speed_3pm <= 17: No (n=921, err=7.1%)
## | | | | | | | | | | [227] wind_speed_3pm > 17: No (n=2423, err=3.7%)
## | | | | | | | | [228] rain_today in Yes
## | | | | | | | | | [229] humidity_3pm <= 47: No (n=239, err=4.6%)
## | | | | | | | | | [230] humidity_3pm > 47: No (n=418, err=13.2%)
## | | | [231] wind_gust_speed > 54
## | | | | [232] sunshine <= 7.7
## | | | | | [233] pressure_3pm <= 1005.8
## | | | | | | [234] humidity_3pm <= 24: No (n=107, err=29.9%)
## | | | | | | [235] humidity_3pm > 24
## | | | | | | | [236] sunshine <= 6: Yes (n=298, err=41.3%)
## | | | | | | | [237] sunshine > 6: No (n=192, err=41.7%)
## | | | | | [238] pressure_3pm > 1005.8
## | | | | | | [239] rainfall <= 5.8
## | | | | | | | [240] sunshine <= 1.2: No (n=79, err=49.4%)
## | | | | | | | [241] sunshine > 1.2: No (n=902, err=29.2%)
## | | | | | | [242] rainfall > 5.8: Yes (n=99, err=38.4%)
## | | | | [243] sunshine > 7.7
## | | | | | [244] pressure_3pm <= 1009.9
## | | | | | | [245] humidity_3pm <= 21
## | | | | | | | [246] wind_gust_speed <= 83
## | | | | | | | | [247] humidity_3pm <= 13: No (n=738, err=6.0%)
## | | | | | | | | [248] humidity_3pm > 13
## | | | | | | | | | [249] max_temp <= 41.4
## | | | | | | | | | | [250] sunshine <= 9.7: No (n=502, err=16.3%)
## | | | | | | | | | | [251] sunshine > 9.7: No (n=199, err=2.5%)
## | | | | | | | | | [252] max_temp > 41.4: No (n=80, err=35.0%)
## | | | | | | | [253] wind_gust_speed > 83: No (n=68, err=30.9%)
## | | | | | | [254] humidity_3pm > 21
## | | | | | | | [255] humidity_9am <= 58
## | | | | | | | | [256] wind_dir_9am <= E
## | | | | | | | | | [257] sunshine <= 9.7
## | | | | | | | | | | [258] min_temp <= 17.9: No (n=298, err=35.6%)
## | | | | | | | | | | [259] min_temp > 17.9
## | | | | | | | | | | | [260] wind_gust_speed <= 83: Yes (n=144, err=47.9%)
## | | | | | | | | | | | [261] wind_gust_speed > 83: Yes (n=12, err=0.0%)
## | | | | | | | | | [262] sunshine > 9.7: No (n=158, err=13.9%)
## | | | | | | | | [263] wind_dir_9am > E
## | | | | | | | | | [264] pressure_3pm <= 994.7: Yes (n=29, err=37.9%)
## | | | | | | | | | [265] pressure_3pm > 994.7
## | | | | | | | | | | [266] cloud_3pm <= 5: No (n=862, err=11.3%)
## | | | | | | | | | | [267] cloud_3pm > 5
## | | | | | | | | | | | [268] temp_9am <= 25.4
## | | | | | | | | | | | | [269] pressure_3pm <= 1000.3: Yes (n=23, err=47.8%)
## | | | | | | | | | | | | [270] pressure_3pm > 1000.3: No (n=141, err=14.2%)
## | | | | | | | | | | | [271] temp_9am > 25.4: No (n=44, err=47.7%)
## | | | | | | | [272] humidity_9am > 58
## | | | | | | | | [273] wind_gust_speed <= 63
## | | | | | | | | | [274] wind_speed_3pm <= 24: No (n=259, err=37.8%)
## | | | | | | | | | [275] wind_speed_3pm > 24
## | | | | | | | | | | [276] pressure_3pm <= 1001.9: No (n=61, err=37.7%)
## | | | | | | | | | | [277] pressure_3pm > 1001.9: No (n=365, err=20.0%)
## | | | | | | | | [278] wind_gust_speed > 63
## | | | | | | | | | [279] humidity_3pm <= 39
## | | | | | | | | | | [280] wind_speed_3pm <= 24: Yes (n=103, err=37.9%)
## | | | | | | | | | | [281] wind_speed_3pm > 24: No (n=220, err=28.2%)
## | | | | | | | | | [282] humidity_3pm > 39
## | | | | | | | | | | [283] humidity_9am <= 85: Yes (n=239, err=49.0%)
## | | | | | | | | | | [284] humidity_9am > 85: Yes (n=59, err=23.7%)
## | | | | | [285] pressure_3pm > 1009.9
## | | | | | | [286] sunshine <= 9.3
## | | | | | | | [287] temp_3pm <= 25.4
## | | | | | | | | [288] humidity_3pm <= 44
## | | | | | | | | | [289] wind_dir_3pm <= NE: No (n=119, err=31.9%)
## | | | | | | | | | [290] wind_dir_3pm > NE
## | | | | | | | | | | [291] wind_dir_3pm <= WNW
## | | | | | | | | | | | [292] rainfall <= 3
## | | | | | | | | | | | | [293] humidity_3pm <= 34: No (n=530, err=1.9%)
## | | | | | | | | | | | | [294] humidity_3pm > 34: No (n=573, err=5.8%)
## | | | | | | | | | | | [295] rainfall > 3: No (n=100, err=16.0%)
## | | | | | | | | | | [296] wind_dir_3pm > WNW: No (n=199, err=20.6%)
## | | | | | | | | [297] humidity_3pm > 44
## | | | | | | | | | [298] pressure_3pm <= 1015.6: No (n=363, err=23.1%)
## | | | | | | | | | [299] pressure_3pm > 1015.6: No (n=270, err=7.8%)
## | | | | | | | [300] temp_3pm > 25.4
## | | | | | | | | [301] humidity_3pm <= 24
## | | | | | | | | | [302] wind_gust_speed <= 76: No (n=486, err=10.1%)
## | | | | | | | | | [303] wind_gust_speed > 76: No (n=28, err=39.3%)
## | | | | | | | | [304] humidity_3pm > 24
## | | | | | | | | | [305] wind_gust_speed <= 67
## | | | | | | | | | | [306] temp_3pm <= 32.5
## | | | | | | | | | | | [307] humidity_9am <= 66: No (n=258, err=15.9%)
## | | | | | | | | | | | [308] humidity_9am > 66: No (n=86, err=37.2%)
## | | | | | | | | | | [309] temp_3pm > 32.5: No (n=71, err=43.7%)
## | | | | | | | | | [310] wind_gust_speed > 67: Yes (n=103, err=43.7%)
## | | | | | | [311] sunshine > 9.3
## | | | | | | | [312] humidity_3pm <= 26
## | | | | | | | | [313] wind_gust_dir <= NW
## | | | | | | | | | [314] wind_gust_speed <= 78: No (n=675, err=0.6%)
## | | | | | | | | | [315] wind_gust_speed > 78: No (n=25, err=12.0%)
## | | | | | | | | [316] wind_gust_dir > NW: No (n=14, err=28.6%)
## | | | | | | | [317] humidity_3pm > 26
## | | | | | | | | [318] cloud_3pm <= 3
## | | | | | | | | | [319] temp_9am <= 26.3: No (n=383, err=2.1%)
## | | | | | | | | | [320] temp_9am > 26.3
## | | | | | | | | | | [321] wind_speed_3pm <= 24: Yes (n=7, err=42.9%)
## | | | | | | | | | | [322] wind_speed_3pm > 24: No (n=24, err=12.5%)
## | | | | | | | | [323] cloud_3pm > 3: No (n=272, err=14.7%)
## | | [324] humidity_3pm > 51
## | | | [325] wind_gust_speed <= 48
## | | | | [326] rain_today in No
## | | | | | [327] pressure_3pm <= 1011
## | | | | | | [328] sunshine <= 7.4
## | | | | | | | [329] humidity_3pm <= 59: No (n=446, err=32.1%)
## | | | | | | | [330] humidity_3pm > 59
## | | | | | | | | [331] wind_gust_speed <= 30
## | | | | | | | | | [332] cloud_3pm <= 6: No (n=65, err=16.9%)
## | | | | | | | | | [333] cloud_3pm > 6: No (n=116, err=37.9%)
## | | | | | | | | [334] wind_gust_speed > 30: No (n=559, err=47.9%)
## | | | | | | [335] sunshine > 7.4
## | | | | | | | [336] rainfall <= 0.1
## | | | | | | | | [337] cloud_3pm <= 5
## | | | | | | | | | [338] humidity_3pm <= 52
## | | | | | | | | | | [339] wind_gust_dir <= WSW
## | | | | | | | | | | | [340] max_temp <= 25.9
## | | | | | | | | | | | | [341] max_temp <= 20.4: No (n=10, err=10.0%)
## | | | | | | | | | | | | [342] max_temp > 20.4: No (n=763, err=0.0%)
## | | | | | | | | | | | [343] max_temp > 25.9
## | | | | | | | | | | | | [344] pressure_3pm <= 1008
## | | | | | | | | | | | | | [345] temp_9am <= 16.7: Yes (n=23, err=39.1%)
## | | | | | | | | | | | | | [346] temp_9am > 16.7: No (n=98, err=17.3%)
## | | | | | | | | | | | | [347] pressure_3pm > 1008: No (n=181, err=2.8%)
## | | | | | | | | | | [348] wind_gust_dir > WSW
## | | | | | | | | | | | [349] wind_gust_dir <= W
## | | | | | | | | | | | | [350] max_temp <= 22.1
## | | | | | | | | | | | | | [351] temp_3pm <= 20: No (n=7, err=14.3%)
## | | | | | | | | | | | | | [352] temp_3pm > 20: Yes (n=91, err=23.1%)
## | | | | | | | | | | | | [353] max_temp > 22.1
## | | | | | | | | | | | | | [354] min_temp <= 11.4: Yes (n=17, err=29.4%)
## | | | | | | | | | | | | | [355] min_temp > 11.4: No (n=231, err=19.0%)
## | | | | | | | | | | | [356] wind_gust_dir > W: No (n=280, err=1.4%)
## | | | | | | | | | [357] humidity_3pm > 52
## | | | | | | | | | | [358] temp_9am <= 18.2: No (n=477, err=33.1%)
## | | | | | | | | | | [359] temp_9am > 18.2
## | | | | | | | | | | | [360] pressure_9am <= 1010.1
## | | | | | | | | | | | | [361] evaporation <= 5.8: No (n=617, err=22.9%)
## | | | | | | | | | | | | [362] evaporation > 5.8: No (n=314, err=14.0%)
## | | | | | | | | | | | [363] pressure_9am > 1010.1
## | | | | | | | | | | | | [364] humidity_9am <= 83
## | | | | | | | | | | | | | [365] wind_gust_speed <= 26: No (n=182, err=4.4%)
## | | | | | | | | | | | | | [366] wind_gust_speed > 26: No (n=1525, err=11.5%)
## | | | | | | | | | | | | [367] humidity_9am > 83: No (n=70, err=28.6%)
## | | | | | | | | [368] cloud_3pm > 5
## | | | | | | | | | [369] temp_3pm <= 25: No (n=339, err=38.3%)
## | | | | | | | | | [370] temp_3pm > 25
## | | | | | | | | | | [371] pressure_3pm <= 1007.6
## | | | | | | | | | | | [372] wind_gust_speed <= 41: No (n=245, err=27.3%)
## | | | | | | | | | | | [373] wind_gust_speed > 41: No (n=49, err=49.0%)
## | | | | | | | | | | [374] pressure_3pm > 1007.6: No (n=300, err=16.3%)
## | | | | | | | [375] rainfall > 0.1
## | | | | | | | | [376] max_temp <= 21.5: No (n=234, err=50.0%)
## | | | | | | | | [377] max_temp > 21.5
## | | | | | | | | | [378] humidity_9am <= 64: No (n=152, err=13.8%)
## | | | | | | | | | [379] humidity_9am > 64: No (n=601, err=30.4%)
## | | | | | [380] pressure_3pm > 1011
## | | | | | | [381] sunshine <= 4.3
## | | | | | | | [382] pressure_3pm <= 1022.7
## | | | | | | | | [383] humidity_3pm <= 64
## | | | | | | | | | [384] wind_dir_9am <= E
## | | | | | | | | | | [385] wind_gust_speed <= 39: No (n=381, err=26.8%)
## | | | | | | | | | | [386] wind_gust_speed > 39: No (n=105, err=46.7%)
## | | | | | | | | | [387] wind_dir_9am > E
## | | | | | | | | | | [388] cloud_3pm <= 7
## | | | | | | | | | | | [389] humidity_3pm <= 56: No (n=302, err=10.9%)
## | | | | | | | | | | | [390] humidity_3pm > 56: No (n=453, err=19.9%)
## | | | | | | | | | | [391] cloud_3pm > 7: No (n=146, err=31.5%)
## | | | | | | | | [392] humidity_3pm > 64
## | | | | | | | | | [393] wind_gust_speed <= 41: No (n=549, err=30.6%)
## | | | | | | | | | [394] wind_gust_speed > 41
## | | | | | | | | | | [395] evaporation <= 3.8: Yes (n=65, err=33.8%)
## | | | | | | | | | | [396] evaporation > 3.8: No (n=49, err=32.7%)
## | | | | | | | [397] pressure_3pm > 1022.7
## | | | | | | | | [398] temp_3pm <= 15
## | | | | | | | | | [399] wind_speed_3pm <= 17: No (n=424, err=4.0%)
## | | | | | | | | | [400] wind_speed_3pm > 17: No (n=149, err=14.1%)
## | | | | | | | | [401] temp_3pm > 15
## | | | | | | | | | [402] humidity_3pm <= 67
## | | | | | | | | | | [403] cloud_9am <= 4: No (n=31, err=41.9%)
## | | | | | | | | | | [404] cloud_9am > 4: No (n=308, err=11.4%)
## | | | | | | | | | [405] humidity_3pm > 67: No (n=68, err=32.4%)
## | | | | | | [406] sunshine > 4.3
## | | | | | | | [407] pressure_3pm <= 1019
## | | | | | | | | [408] cloud_3pm <= 5
## | | | | | | | | | [409] humidity_3pm <= 62
## | | | | | | | | | | [410] rainfall <= 0.2
## | | | | | | | | | | | [411] sunshine <= 9.6
## | | | | | | | | | | | | [412] humidity_9am <= 70
## | | | | | | | | | | | | | [413] humidity_3pm <= 54
## | | | | | | | | | | | | | | [414] wind_gust_dir <= SSW
## | | | | | | | | | | | | | | | [415] max_temp <= 22.6
## | | | | | | | | | | | | | | | | [416] wind_gust_dir <= E: No (n=120, err=20.0%)
## | | | | | | | | | | | | | | | | [417] wind_gust_dir > E: No (n=167, err=7.8%)
## | | | | | | | | | | | | | | | [418] max_temp > 22.6
## | | | | | | | | | | | | | | | | [419] humidity_3pm <= 52
## | | | | | | | | | | | | | | | | | [420] min_temp <= 15.6: No (n=645, err=0.5%)
## | | | | | | | | | | | | | | | | | [421] min_temp > 15.6: No (n=171, err=5.3%)
## | | | | | | | | | | | | | | | | [422] humidity_3pm > 52
## | | | | | | | | | | | | | | | | | [423] wind_speed_3pm <= 13: No (n=44, err=13.6%)
## | | | | | | | | | | | | | | | | | [424] wind_speed_3pm > 13
## | | | | | | | | | | | | | | | | | | [425] sunshine <= 9.2: No (n=298, err=3.4%)
## | | | | | | | | | | | | | | | | | | [426] sunshine > 9.2: No (n=7, err=42.9%)
## | | | | | | | | | | | | | | [427] wind_gust_dir > SSW
## | | | | | | | | | | | | | | | [428] pressure_3pm <= 1014.9
## | | | | | | | | | | | | | | | | [429] temp_9am <= 16.6: No (n=50, err=38.0%)
## | | | | | | | | | | | | | | | | [430] temp_9am > 16.6: No (n=205, err=12.2%)
## | | | | | | | | | | | | | | | [431] pressure_3pm > 1014.9
## | | | | | | | | | | | | | | | | [432] cloud_9am <= 1: No (n=270, err=2.6%)
## | | | | | | | | | | | | | | | | [433] cloud_9am > 1: No (n=1195, err=8.9%)
## | | | | | | | | | | | | | [434] humidity_3pm > 54
## | | | | | | | | | | | | | | [435] wind_dir_3pm <= WSW
## | | | | | | | | | | | | | | | [436] temp_9am <= 13.3
## | | | | | | | | | | | | | | | | [437] wind_gust_speed <= 41: No (n=128, err=12.5%)
## | | | | | | | | | | | | | | | | [438] wind_gust_speed > 41: No (n=30, err=43.3%)
## | | | | | | | | | | | | | | | [439] temp_9am > 13.3: No (n=1904, err=9.0%)
## | | | | | | | | | | | | | | [440] wind_dir_3pm > WSW: No (n=244, err=22.1%)
## | | | | | | | | | | | | [441] humidity_9am > 70
## | | | | | | | | | | | | | [442] wind_gust_speed <= 26: No (n=965, err=8.2%)
## | | | | | | | | | | | | | [443] wind_gust_speed > 26
## | | | | | | | | | | | | | | [444] evaporation <= 2.4
## | | | | | | | | | | | | | | | [445] pressure_3pm <= 1013.5: Yes (n=30, err=40.0%)
## | | | | | | | | | | | | | | | [446] pressure_3pm > 1013.5: No (n=114, err=21.1%)
## | | | | | | | | | | | | | | [447] evaporation > 2.4: No (n=3376, err=13.1%)
## | | | | | | | | | | | [448] sunshine > 9.6
## | | | | | | | | | | | | [449] max_temp <= 22.6: No (n=231, err=10.8%)
## | | | | | | | | | | | | [450] max_temp > 22.6: No (n=1220, err=3.3%)
## | | | | | | | | | | [451] rainfall > 0.2
## | | | | | | | | | | | [452] cloud_3pm <= 2: No (n=154, err=7.1%)
## | | | | | | | | | | | [453] cloud_3pm > 2: No (n=894, err=19.8%)
## | | | | | | | | | [454] humidity_3pm > 62
## | | | | | | | | | | [455] wind_dir_3pm <= WSW
## | | | | | | | | | | | [456] sunshine <= 9.8
## | | | | | | | | | | | | [457] rainfall <= 0.1
## | | | | | | | | | | | | | [458] wind_speed_3pm <= 15: No (n=905, err=17.7%)
## | | | | | | | | | | | | | [459] wind_speed_3pm > 15
## | | | | | | | | | | | | | | [460] temp_3pm <= 21.6
## | | | | | | | | | | | | | | | [461] sunshine <= 5.3: Yes (n=11, err=36.4%)
## | | | | | | | | | | | | | | | [462] sunshine > 5.3: No (n=694, err=15.9%)
## | | | | | | | | | | | | | | [463] temp_3pm > 21.6: No (n=1111, err=9.2%)
## | | | | | | | | | | | | [464] rainfall > 0.1
## | | | | | | | | | | | | | [465] wind_dir_9am <= SSE
## | | | | | | | | | | | | | | [466] wind_gust_speed <= 39: No (n=384, err=12.2%)
## | | | | | | | | | | | | | | [467] wind_gust_speed > 39: No (n=92, err=29.3%)
## | | | | | | | | | | | | | [468] wind_dir_9am > SSE: No (n=319, err=26.6%)
## | | | | | | | | | | | [469] sunshine > 9.8: No (n=307, err=5.5%)
## | | | | | | | | | | [470] wind_dir_3pm > WSW
## | | | | | | | | | | | [471] wind_gust_speed <= 33
## | | | | | | | | | | | | [472] temp_9am <= 6.3: No (n=79, err=2.5%)
## | | | | | | | | | | | | [473] temp_9am > 6.3: No (n=242, err=23.1%)
## | | | | | | | | | | | [474] wind_gust_speed > 33: No (n=317, err=33.8%)
## | | | | | | | | [475] cloud_3pm > 5
## | | | | | | | | | [476] humidity_3pm <= 58
## | | | | | | | | | | [477] sunshine <= 9.6
## | | | | | | | | | | | [478] wind_gust_speed <= 30: No (n=359, err=11.7%)
## | | | | | | | | | | | [479] wind_gust_speed > 30: No (n=1039, err=19.2%)
## | | | | | | | | | | [480] sunshine > 9.6: No (n=113, err=3.5%)
## | | | | | | | | | [481] humidity_3pm > 58
## | | | | | | | | | | [482] evaporation <= 4.8: No (n=1804, err=25.5%)
## | | | | | | | | | | [483] evaporation > 4.8: No (n=480, err=16.7%)
## | | | | | | | [484] pressure_3pm > 1019
## | | | | | | | | [485] humidity_3pm <= 65
## | | | | | | | | | [486] wind_gust_speed <= 26
## | | | | | | | | | | [487] pressure_3pm <= 1024.4: No (n=1731, err=6.0%)
## | | | | | | | | | | [488] pressure_3pm > 1024.4: No (n=1727, err=2.1%)
## | | | | | | | | | [489] wind_gust_speed > 26
## | | | | | | | | | | [490] cloud_3pm <= 2: No (n=1153, err=3.4%)
## | | | | | | | | | | [491] cloud_3pm > 2
## | | | | | | | | | | | [492] temp_3pm <= 13.3
## | | | | | | | | | | | | [493] pressure_3pm <= 1019.3: No (n=17, err=23.5%)
## | | | | | | | | | | | | [494] pressure_3pm > 1019.3: No (n=706, err=3.5%)
## | | | | | | | | | | | [495] temp_3pm > 13.3
## | | | | | | | | | | | | [496] sunshine <= 7.2
## | | | | | | | | | | | | | [497] cloud_9am <= 3
## | | | | | | | | | | | | | | [498] temp_3pm <= 17.9
## | | | | | | | | | | | | | | | [499] humidity_3pm <= 60: No (n=53, err=1.9%)
## | | | | | | | | | | | | | | | [500] humidity_3pm > 60: No (n=26, err=23.1%)
## | | | | | | | | | | | | | | [501] temp_3pm > 17.9: No (n=54, err=40.7%)
## | | | | | | | | | | | | | [502] cloud_9am > 3: No (n=487, err=10.5%)
## | | | | | | | | | | | | [503] sunshine > 7.2
## | | | | | | | | | | | | | [504] wind_gust_speed <= 43: No (n=4600, err=7.8%)
## | | | | | | | | | | | | | [505] wind_gust_speed > 43: No (n=514, err=12.6%)
## | | | | | | | | [506] humidity_3pm > 65
## | | | | | | | | | [507] pressure_3pm <= 1024.3
## | | | | | | | | | | [508] cloud_3pm <= 7
## | | | | | | | | | | | [509] humidity_3pm <= 68: No (n=740, err=12.2%)
## | | | | | | | | | | | [510] humidity_3pm > 68: No (n=548, err=19.5%)
## | | | | | | | | | | [511] cloud_3pm > 7: No (n=228, err=24.6%)
## | | | | | | | | | [512] pressure_3pm > 1024.3
## | | | | | | | | | | [513] temp_9am <= 10.4: No (n=480, err=2.9%)
## | | | | | | | | | | [514] temp_9am > 10.4: No (n=567, err=12.7%)
## | | | | [515] rain_today in Yes
## | | | | | [516] pressure_3pm <= 1014.1
## | | | | | | [517] wind_gust_speed <= 37
## | | | | | | | [518] sunshine <= 8
## | | | | | | | | [519] wind_gust_speed <= 30: No (n=295, err=33.9%)
## | | | | | | | | [520] wind_gust_speed > 30
## | | | | | | | | | [521] humidity_3pm <= 60: No (n=150, err=36.0%)
## | | | | | | | | | [522] humidity_3pm > 60: Yes (n=277, err=44.0%)
## | | | | | | | [523] sunshine > 8
## | | | | | | | | [524] humidity_9am <= 86
## | | | | | | | | | [525] cloud_3pm <= 6: No (n=811, err=19.5%)
## | | | | | | | | | [526] cloud_3pm > 6: No (n=192, err=30.7%)
## | | | | | | | | [527] humidity_9am > 86
## | | | | | | | | | [528] humidity_3pm <= 64
## | | | | | | | | | | [529] wind_gust_speed <= 30: No (n=102, err=17.6%)
## | | | | | | | | | | [530] wind_gust_speed > 30: No (n=162, err=34.6%)
## | | | | | | | | | [531] humidity_3pm > 64: No (n=228, err=47.8%)
## | | | | | | [532] wind_gust_speed > 37
## | | | | | | | [533] humidity_9am <= 81
## | | | | | | | | [534] cloud_3pm <= 2: No (n=102, err=19.6%)
## | | | | | | | | [535] cloud_3pm > 2
## | | | | | | | | | [536] wind_speed_3pm <= 20
## | | | | | | | | | | [537] max_temp <= 18.4
## | | | | | | | | | | | [538] temp_3pm <= 17.8: Yes (n=149, err=45.6%)
## | | | | | | | | | | | [539] temp_3pm > 17.8
## | | | | | | | | | | | | [540] pressure_3pm <= 1013: Yes (n=56, err=8.9%)
## | | | | | | | | | | | | [541] pressure_3pm > 1013: No (n=10, err=40.0%)
## | | | | | | | | | | [542] max_temp > 18.4: No (n=411, err=40.6%)
## | | | | | | | | | [543] wind_speed_3pm > 20: No (n=512, err=32.8%)
## | | | | | | | [544] humidity_9am > 81
## | | | | | | | | [545] pressure_3pm <= 1008.2: Yes (n=436, err=32.6%)
## | | | | | | | | [546] pressure_3pm > 1008.2
## | | | | | | | | | [547] humidity_9am <= 91: No (n=382, err=45.0%)
## | | | | | | | | | [548] humidity_9am > 91: Yes (n=288, err=41.3%)
## | | | | | [549] pressure_3pm > 1014.1
## | | | | | | [550] wind_gust_speed <= 33
## | | | | | | | [551] min_temp <= 14.1
## | | | | | | | | [552] pressure_3pm <= 1017.9
## | | | | | | | | | [553] sunshine <= 5.2: No (n=97, err=36.1%)
## | | | | | | | | | [554] sunshine > 5.2: No (n=652, err=17.3%)
## | | | | | | | | [555] pressure_3pm > 1017.9
## | | | | | | | | | [556] humidity_3pm <= 65: No (n=1243, err=8.7%)
## | | | | | | | | | [557] humidity_3pm > 65
## | | | | | | | | | | [558] wind_gust_speed <= 26: No (n=243, err=11.5%)
## | | | | | | | | | | [559] wind_gust_speed > 26
## | | | | | | | | | | | [560] temp_3pm <= 16.9: No (n=213, err=20.7%)
## | | | | | | | | | | | [561] temp_3pm > 16.9: No (n=61, err=42.6%)
## | | | | | | | [562] min_temp > 14.1
## | | | | | | | | [563] cloud_3pm <= 5
## | | | | | | | | | [564] humidity_9am <= 85: No (n=349, err=15.2%)
## | | | | | | | | | [565] humidity_9am > 85: No (n=260, err=28.8%)
## | | | | | | | | [566] cloud_3pm > 5: No (n=281, err=33.1%)
## | | | | | | [567] wind_gust_speed > 33
## | | | | | | | [568] rainfall <= 7
## | | | | | | | | [569] humidity_3pm <= 62
## | | | | | | | | | [570] humidity_9am <= 77
## | | | | | | | | | | [571] pressure_3pm <= 1018.8
## | | | | | | | | | | | [572] cloud_3pm <= 3: No (n=66, err=6.1%)
## | | | | | | | | | | | [573] cloud_3pm > 3: No (n=528, err=23.7%)
## | | | | | | | | | | [574] pressure_3pm > 1018.8
## | | | | | | | | | | | [575] temp_9am <= 19.4: No (n=505, err=9.9%)
## | | | | | | | | | | | [576] temp_9am > 19.4
## | | | | | | | | | | | | [577] sunshine <= 3.2: Yes (n=10, err=20.0%)
## | | | | | | | | | | | | [578] sunshine > 3.2: No (n=71, err=23.9%)
## | | | | | | | | | [579] humidity_9am > 77
## | | | | | | | | | | [580] temp_3pm <= 16.1
## | | | | | | | | | | | [581] rainfall <= 4.6: No (n=278, err=11.9%)
## | | | | | | | | | | | [582] rainfall > 4.6: No (n=83, err=31.3%)
## | | | | | | | | | | [583] temp_3pm > 16.1: No (n=697, err=30.3%)
## | | | | | | | | [584] humidity_3pm > 62
## | | | | | | | | | [585] sunshine <= 7.7: No (n=389, err=40.6%)
## | | | | | | | | | [586] sunshine > 7.7
## | | | | | | | | | | [587] cloud_3pm <= 6: No (n=659, err=26.4%)
## | | | | | | | | | | [588] cloud_3pm > 6
## | | | | | | | | | | | [589] temp_9am <= 22.5: No (n=232, err=33.6%)
## | | | | | | | | | | | [590] temp_9am > 22.5: Yes (n=14, err=14.3%)
## | | | | | | | [591] rainfall > 7
## | | | | | | | | [592] humidity_9am <= 82
## | | | | | | | | | [593] cloud_9am <= 5
## | | | | | | | | | | [594] sunshine <= 6.7: No (n=34, err=44.1%)
## | | | | | | | | | | [595] sunshine > 6.7
## | | | | | | | | | | | [596] temp_3pm <= 20: No (n=92, err=9.8%)
## | | | | | | | | | | | [597] temp_3pm > 20: No (n=76, err=31.6%)
## | | | | | | | | | [598] cloud_9am > 5: No (n=725, err=34.8%)
## | | | | | | | | [599] humidity_9am > 82
## | | | | | | | | | [600] min_temp <= 6.6: No (n=98, err=20.4%)
## | | | | | | | | | [601] min_temp > 6.6: No (n=738, err=48.9%)
## | | | [602] wind_gust_speed > 48
## | | | | [603] pressure_3pm <= 1011.8
## | | | | | [604] rain_today in No
## | | | | | | [605] sunshine <= 8.4
## | | | | | | | [606] pressure_3pm <= 1005.2: Yes (n=289, err=26.0%)
## | | | | | | | [607] pressure_3pm > 1005.2
## | | | | | | | | [608] humidity_3pm <= 66: Yes (n=427, err=46.4%)
## | | | | | | | | [609] humidity_3pm > 66: Yes (n=89, err=28.1%)
## | | | | | | [610] sunshine > 8.4
## | | | | | | | [611] wind_gust_dir <= SSW
## | | | | | | | | [612] humidity_3pm <= 58
## | | | | | | | | | [613] max_temp <= 33.7
## | | | | | | | | | | [614] wind_speed_9am <= 28
## | | | | | | | | | | | [615] humidity_3pm <= 52
## | | | | | | | | | | | | [616] cloud_3pm <= 5
## | | | | | | | | | | | | | [617] humidity_9am <= 73: No (n=181, err=0.0%)
## | | | | | | | | | | | | | [618] humidity_9am > 73: No (n=8, err=37.5%)
## | | | | | | | | | | | | [619] cloud_3pm > 5: Yes (n=7, err=42.9%)
## | | | | | | | | | | | [620] humidity_3pm > 52
## | | | | | | | | | | | | [621] temp_9am <= 19.4: No (n=39, err=41.0%)
## | | | | | | | | | | | | [622] temp_9am > 19.4: No (n=129, err=12.4%)
## | | | | | | | | | | [623] wind_speed_9am > 28: No (n=48, err=35.4%)
## | | | | | | | | | [624] max_temp > 33.7: No (n=84, err=41.7%)
## | | | | | | | | [625] humidity_3pm > 58
## | | | | | | | | | [626] wind_speed_3pm <= 28
## | | | | | | | | | | [627] cloud_3pm <= 6: Yes (n=160, err=49.4%)
## | | | | | | | | | | [628] cloud_3pm > 6: Yes (n=47, err=23.4%)
## | | | | | | | | | [629] wind_speed_3pm > 28
## | | | | | | | | | | [630] wind_gust_speed <= 65
## | | | | | | | | | | | [631] wind_speed_3pm <= 39: No (n=210, err=26.7%)
## | | | | | | | | | | | [632] wind_speed_3pm > 39
## | | | | | | | | | | | | [633] temp_3pm <= 20: No (n=7, err=28.6%)
## | | | | | | | | | | | | [634] temp_3pm > 20: No (n=40, err=0.0%)
## | | | | | | | | | | [635] wind_gust_speed > 65: Yes (n=54, err=48.1%)
## | | | | | | | [636] wind_gust_dir > SSW
## | | | | | | | | [637] humidity_3pm <= 52
## | | | | | | | | | [638] wind_gust_speed <= 57: No (n=85, err=18.8%)
## | | | | | | | | | [639] wind_gust_speed > 57
## | | | | | | | | | | [640] rainfall <= 0: No (n=46, err=32.6%)
## | | | | | | | | | | [641] rainfall > 0: Yes (n=14, err=21.4%)
## | | | | | | | | [642] humidity_3pm > 52
## | | | | | | | | | [643] humidity_9am <= 73: No (n=441, err=48.1%)
## | | | | | | | | | [644] humidity_9am > 73: Yes (n=280, err=35.0%)
## | | | | | [645] rain_today in Yes
## | | | | | | [646] wind_gust_speed <= 56
## | | | | | | | [647] sunshine <= 9.6
## | | | | | | | | [648] humidity_9am <= 78
## | | | | | | | | | [649] wind_speed_9am <= 20: Yes (n=187, err=41.2%)
## | | | | | | | | | [650] wind_speed_9am > 20: No (n=139, err=42.4%)
## | | | | | | | | [651] humidity_9am > 78: Yes (n=478, err=35.8%)
## | | | | | | | [652] sunshine > 9.6: No (n=42, err=23.8%)
## | | | | | | [653] wind_gust_speed > 56
## | | | | | | | [654] pressure_3pm <= 1003
## | | | | | | | | [655] humidity_9am <= 83: Yes (n=208, err=23.6%)
## | | | | | | | | [656] humidity_9am > 83: Yes (n=147, err=7.5%)
## | | | | | | | [657] pressure_3pm > 1003
## | | | | | | | | [658] wind_dir_3pm <= SSW: Yes (n=270, err=46.7%)
## | | | | | | | | [659] wind_dir_3pm > SSW
## | | | | | | | | | [660] humidity_3pm <= 62: Yes (n=356, err=32.0%)
## | | | | | | | | | [661] humidity_3pm > 62: Yes (n=347, err=19.3%)
## | | | | [662] pressure_3pm > 1011.8
## | | | | | [663] rain_today in No
## | | | | | | [664] humidity_3pm <= 62
## | | | | | | | [665] wind_gust_speed <= 57
## | | | | | | | | [666] cloud_3pm <= 5
## | | | | | | | | | [667] wind_speed_3pm <= 20
## | | | | | | | | | | [668] wind_speed_9am <= 17
## | | | | | | | | | | | [669] wind_gust_speed <= 52: No (n=94, err=19.1%)
## | | | | | | | | | | | [670] wind_gust_speed > 52: No (n=69, err=43.5%)
## | | | | | | | | | | [671] wind_speed_9am > 17: No (n=133, err=13.5%)
## | | | | | | | | | [672] wind_speed_3pm > 20: No (n=990, err=11.3%)
## | | | | | | | | [673] cloud_3pm > 5
## | | | | | | | | | [674] pressure_3pm <= 1016.6
## | | | | | | | | | | [675] wind_dir_9am <= ENE: Yes (n=100, err=47.0%)
## | | | | | | | | | | [676] wind_dir_9am > ENE: No (n=217, err=26.3%)
## | | | | | | | | | [677] pressure_3pm > 1016.6: No (n=291, err=15.5%)
## | | | | | | | [678] wind_gust_speed > 57
## | | | | | | | | [679] wind_gust_dir <= WNW
## | | | | | | | | | [680] rainfall <= 0.4
## | | | | | | | | | | [681] wind_speed_9am <= 19: No (n=157, err=37.6%)
## | | | | | | | | | | [682] wind_speed_9am > 19: No (n=482, err=20.1%)
## | | | | | | | | | [683] rainfall > 0.4: No (n=63, err=47.6%)
## | | | | | | | | [684] wind_gust_dir > WNW: Yes (n=80, err=46.2%)
## | | | | | | [685] humidity_3pm > 62
## | | | | | | | [686] sunshine <= 7.1: No (n=320, err=44.1%)
## | | | | | | | [687] sunshine > 7.1
## | | | | | | | | [688] wind_dir_3pm <= W
## | | | | | | | | | [689] wind_gust_speed <= 59
## | | | | | | | | | | [690] rainfall <= 0
## | | | | | | | | | | | [691] wind_speed_3pm <= 28: No (n=240, err=27.5%)
## | | | | | | | | | | | [692] wind_speed_3pm > 28: No (n=361, err=15.0%)
## | | | | | | | | | | [693] rainfall > 0: No (n=227, err=34.8%)
## | | | | | | | | | [694] wind_gust_speed > 59: No (n=242, err=35.5%)
## | | | | | | | | [695] wind_dir_3pm > W: No (n=140, err=50.0%)
## | | | | | [696] rain_today in Yes
## | | | | | | [697] humidity_9am <= 69
## | | | | | | | [698] humidity_3pm <= 66
## | | | | | | | | [699] rainfall <= 4: No (n=279, err=19.4%)
## | | | | | | | | [700] rainfall > 4
## | | | | | | | | | [701] pressure_3pm <= 1016.1: No (n=140, err=48.6%)
## | | | | | | | | | [702] pressure_3pm > 1016.1: No (n=214, err=26.2%)
## | | | | | | | [703] humidity_3pm > 66
## | | | | | | | | [704] wind_gust_speed <= 59: No (n=85, err=45.9%)
## | | | | | | | | [705] wind_gust_speed > 59: Yes (n=52, err=25.0%)
## | | | | | | [706] humidity_9am > 69
## | | | | | | | [707] sunshine <= 6.7
## | | | | | | | | [708] humidity_9am <= 83: Yes (n=230, err=42.2%)
## | | | | | | | | [709] humidity_9am > 83
## | | | | | | | | | [710] wind_gust_speed <= 56: Yes (n=145, err=37.2%)
## | | | | | | | | | [711] wind_gust_speed > 56: Yes (n=104, err=15.4%)
## | | | | | | | [712] sunshine > 6.7
## | | | | | | | | [713] wind_gust_speed <= 54
## | | | | | | | | | [714] wind_speed_9am <= 15: No (n=193, err=49.7%)
## | | | | | | | | | [715] wind_speed_9am > 15: No (n=430, err=33.3%)
## | | | | | | | | [716] wind_gust_speed > 54: Yes (n=852, err=49.9%)
## | [717] humidity_3pm > 71
## | | [718] humidity_3pm <= 82
## | | | [719] wind_gust_speed <= 41
## | | | | [720] rain_today in No
## | | | | | [721] pressure_3pm <= 1018.9
## | | | | | | [722] cloud_3pm <= 6
## | | | | | | | [723] sunshine <= 8.7
## | | | | | | | | [724] humidity_3pm <= 81
## | | | | | | | | | [725] rainfall <= 0.3
## | | | | | | | | | | [726] pressure_3pm <= 1011.4
## | | | | | | | | | | | [727] temp_3pm <= 21.7: Yes (n=161, err=47.2%)
## | | | | | | | | | | | [728] temp_3pm > 21.7: No (n=386, err=25.1%)
## | | | | | | | | | | [729] pressure_3pm > 1011.4
## | | | | | | | | | | | [730] wind_speed_3pm <= 17: No (n=1060, err=25.8%)
## | | | | | | | | | | | [731] wind_speed_3pm > 17
## | | | | | | | | | | | | [732] temp_3pm <= 22.5: No (n=236, err=23.3%)
## | | | | | | | | | | | | [733] temp_3pm > 22.5: No (n=234, err=7.3%)
## | | | | | | | | | [734] rainfall > 0.3: No (n=374, err=35.6%)
## | | | | | | | | [735] humidity_3pm > 81
## | | | | | | | | | [736] sunshine <= 6.9: Yes (n=21, err=23.8%)
## | | | | | | | | | [737] sunshine > 6.9: No (n=138, err=39.1%)
## | | | | | | | [738] sunshine > 8.7: No (n=181, err=8.8%)
## | | | | | | [739] cloud_3pm > 6
## | | | | | | | [740] pressure_3pm <= 1009.5: Yes (n=320, err=40.0%)
## | | | | | | | [741] pressure_3pm > 1009.5
## | | | | | | | | [742] humidity_9am <= 74
## | | | | | | | | | [743] sunshine <= 6: Yes (n=142, err=32.4%)
## | | | | | | | | | [744] sunshine > 6: No (n=175, err=41.1%)
## | | | | | | | | [745] humidity_9am > 74
## | | | | | | | | | [746] rainfall <= 0.1: No (n=517, err=33.7%)
## | | | | | | | | | [747] rainfall > 0.1: No (n=318, err=45.0%)
## | | | | | [748] pressure_3pm > 1018.9
## | | | | | | [749] cloud_3pm <= 6
## | | | | | | | [750] wind_gust_speed <= 33
## | | | | | | | | [751] pressure_3pm <= 1026.3: No (n=613, err=15.7%)
## | | | | | | | | [752] pressure_3pm > 1026.3: No (n=305, err=5.6%)
## | | | | | | | [753] wind_gust_speed > 33: No (n=432, err=19.9%)
## | | | | | | [754] cloud_3pm > 6
## | | | | | | | [755] min_temp <= 8
## | | | | | | | | [756] humidity_3pm <= 79
## | | | | | | | | | [757] pressure_3pm <= 1019.6: No (n=25, err=48.0%)
## | | | | | | | | | [758] pressure_3pm > 1019.6: No (n=348, err=11.8%)
## | | | | | | | | [759] humidity_3pm > 79: No (n=73, err=37.0%)
## | | | | | | | [760] min_temp > 8
## | | | | | | | | [761] sunshine <= 6.4: No (n=223, err=43.0%)
## | | | | | | | | [762] sunshine > 6.4: No (n=243, err=27.6%)
## | | | | [763] rain_today in Yes
## | | | | | [764] pressure_3pm <= 1013.8
## | | | | | | [765] humidity_3pm <= 76
## | | | | | | | [766] cloud_9am <= 4: No (n=65, err=29.2%)
## | | | | | | | [767] cloud_9am > 4: Yes (n=717, err=46.2%)
## | | | | | | [768] humidity_3pm > 76
## | | | | | | | [769] sunshine <= 5.9
## | | | | | | | | [770] evaporation <= 2
## | | | | | | | | | [771] wind_gust_speed <= 24: No (n=10, err=10.0%)
## | | | | | | | | | [772] wind_gust_speed > 24: Yes (n=50, err=34.0%)
## | | | | | | | | [773] evaporation > 2: Yes (n=197, err=17.3%)
## | | | | | | | [774] sunshine > 5.9: Yes (n=489, err=38.7%)
## | | | | | [775] pressure_3pm > 1013.8
## | | | | | | [776] wind_gust_speed <= 28
## | | | | | | | [777] min_temp <= 12.1: No (n=474, err=25.1%)
## | | | | | | | [778] min_temp > 12.1
## | | | | | | | | [779] wind_speed_3pm <= 13: No (n=236, err=49.6%)
## | | | | | | | | [780] wind_speed_3pm > 13: No (n=80, err=30.0%)
## | | | | | | [781] wind_gust_speed > 28
## | | | | | | | [782] min_temp <= 10.8
## | | | | | | | | [783] wind_gust_speed <= 33: No (n=243, err=32.1%)
## | | | | | | | | [784] wind_gust_speed > 33: No (n=491, err=44.8%)
## | | | | | | | [785] min_temp > 10.8
## | | | | | | | | [786] cloud_3pm <= 4: No (n=82, err=30.5%)
## | | | | | | | | [787] cloud_3pm > 4: Yes (n=890, err=44.2%)
## | | | [788] wind_gust_speed > 41
## | | | | [789] rain_today in No
## | | | | | [790] pressure_3pm <= 1013.6
## | | | | | | [791] temp_3pm <= 20
## | | | | | | | [792] pressure_3pm <= 1010.3: Yes (n=516, err=21.5%)
## | | | | | | | [793] pressure_3pm > 1010.3
## | | | | | | | | [794] wind_speed_3pm <= 26: Yes (n=176, err=23.9%)
## | | | | | | | | [795] wind_speed_3pm > 26: Yes (n=142, err=47.9%)
## | | | | | | [796] temp_3pm > 20
## | | | | | | | [797] cloud_3pm <= 5
## | | | | | | | | [798] wind_gust_dir <= SSW: No (n=454, err=31.1%)
## | | | | | | | | [799] wind_gust_dir > SSW
## | | | | | | | | | [800] humidity_3pm <= 75: No (n=37, err=37.8%)
## | | | | | | | | | [801] humidity_3pm > 75: Yes (n=61, err=18.0%)
## | | | | | | | [802] cloud_3pm > 5
## | | | | | | | | [803] wind_speed_9am <= 7
## | | | | | | | | | [804] cloud_9am <= 3: Yes (n=9, err=33.3%)
## | | | | | | | | | [805] cloud_9am > 3: Yes (n=32, err=0.0%)
## | | | | | | | | [806] wind_speed_9am > 7: Yes (n=274, err=41.6%)
## | | | | | [807] pressure_3pm > 1013.6
## | | | | | | [808] sunshine <= 6.5
## | | | | | | | [809] humidity_3pm <= 72: No (n=38, err=34.2%)
## | | | | | | | [810] humidity_3pm > 72: Yes (n=316, err=37.3%)
## | | | | | | [811] sunshine > 6.5
## | | | | | | | [812] wind_gust_speed <= 54
## | | | | | | | | [813] wind_dir_3pm <= SSE
## | | | | | | | | | [814] wind_speed_3pm <= 19: No (n=144, err=42.4%)
## | | | | | | | | | [815] wind_speed_3pm > 19
## | | | | | | | | | | [816] wind_speed_3pm <= 26: No (n=198, err=28.8%)
## | | | | | | | | | | [817] wind_speed_3pm > 26: No (n=290, err=17.6%)
## | | | | | | | | [818] wind_dir_3pm > SSE: No (n=437, err=42.8%)
## | | | | | | | [819] wind_gust_speed > 54: No (n=369, err=49.1%)
## | | | | [820] rain_today in Yes
## | | | | | [821] wind_gust_speed <= 57
## | | | | | | [822] pressure_3pm <= 1012.1
## | | | | | | | [823] cloud_3pm <= 6
## | | | | | | | | [824] temp_9am <= 17.4: Yes (n=233, err=18.0%)
## | | | | | | | | [825] temp_9am > 17.4: Yes (n=214, err=48.6%)
## | | | | | | | [826] cloud_3pm > 6: Yes (n=461, err=18.2%)
## | | | | | | [827] pressure_3pm > 1012.1
## | | | | | | | [828] rainfall <= 7.2: Yes (n=859, err=45.2%)
## | | | | | | | [829] rainfall > 7.2: Yes (n=548, err=33.4%)
## | | | | | [830] wind_gust_speed > 57
## | | | | | | [831] pressure_3pm <= 1015
## | | | | | | | [832] temp_3pm <= 16.8: Yes (n=487, err=8.0%)
## | | | | | | | [833] temp_3pm > 16.8
## | | | | | | | | [834] cloud_3pm <= 6: Yes (n=138, err=31.9%)
## | | | | | | | | [835] cloud_3pm > 6: Yes (n=136, err=10.3%)
## | | | | | | [836] pressure_3pm > 1015: Yes (n=323, err=28.5%)
## | | [837] humidity_3pm > 82
## | | | [838] pressure_3pm <= 1014.2
## | | | | [839] humidity_3pm <= 86
## | | | | | [840] pressure_3pm <= 1007.9
## | | | | | | [841] rain_today in No: Yes (n=275, err=22.9%)
## | | | | | | [842] rain_today in Yes
## | | | | | | | [843] wind_gust_speed <= 50: Yes (n=263, err=16.0%)
## | | | | | | | [844] wind_gust_speed > 50
## | | | | | | | | [845] wind_gust_dir <= N: Yes (n=18, err=27.8%)
## | | | | | | | | [846] wind_gust_dir > N: Yes (n=212, err=3.8%)
## | | | | | [847] pressure_3pm > 1007.9
## | | | | | | [848] temp_3pm <= 18.2
## | | | | | | | [849] wind_gust_speed <= 56: Yes (n=373, err=24.9%)
## | | | | | | | [850] wind_gust_speed > 56: Yes (n=135, err=8.9%)
## | | | | | | [851] temp_3pm > 18.2
## | | | | | | | [852] cloud_3pm <= 6: Yes (n=250, err=47.6%)
## | | | | | | | [853] cloud_3pm > 6: Yes (n=255, err=25.9%)
## | | | | [854] humidity_3pm > 86
## | | | | | [855] rain_today in No
## | | | | | | [856] cloud_3pm <= 4: No (n=24, err=33.3%)
## | | | | | | [857] cloud_3pm > 4
## | | | | | | | [858] cloud_3pm <= 6
## | | | | | | | | [859] temp_3pm <= 20.9: Yes (n=499, err=15.8%)
## | | | | | | | | [860] temp_3pm > 20.9: Yes (n=160, err=40.6%)
## | | | | | | | [861] cloud_3pm > 6
## | | | | | | | | [862] humidity_9am <= 98
## | | | | | | | | | [863] humidity_3pm <= 90: Yes (n=421, err=14.5%)
## | | | | | | | | | [864] humidity_3pm > 90: Yes (n=652, err=7.4%)
## | | | | | | | | [865] humidity_9am > 98: Yes (n=85, err=31.8%)
## | | | | | [866] rain_today in Yes
## | | | | | | [867] pressure_3pm <= 1006.4
## | | | | | | | [868] sunshine <= 2.1: Yes (n=365, err=1.1%)
## | | | | | | | [869] sunshine > 2.1: Yes (n=763, err=5.2%)
## | | | | | | [870] pressure_3pm > 1006.4
## | | | | | | | [871] humidity_3pm <= 92
## | | | | | | | | [872] wind_gust_speed <= 43
## | | | | | | | | | [873] sunshine <= 4.9: Yes (n=180, err=7.8%)
## | | | | | | | | | [874] sunshine > 4.9
## | | | | | | | | | | [875] wind_speed_3pm <= 11: Yes (n=101, err=12.9%)
## | | | | | | | | | | [876] wind_speed_3pm > 11: Yes (n=177, err=28.2%)
## | | | | | | | | [877] wind_gust_speed > 43: Yes (n=480, err=8.8%)
## | | | | | | | [878] humidity_3pm > 92: Yes (n=947, err=5.4%)
## | | | [879] pressure_3pm > 1014.2
## | | | | [880] min_temp <= 5.6
## | | | | | [881] rain_today in No
## | | | | | | [882] cloud_3pm <= 7
## | | | | | | | [883] wind_speed_3pm <= 26
## | | | | | | | | [884] humidity_3pm <= 88
## | | | | | | | | | [885] max_temp <= 14.3
## | | | | | | | | | | [886] sunshine <= 1.3: Yes (n=13, err=46.2%)
## | | | | | | | | | | [887] sunshine > 1.3: No (n=175, err=12.6%)
## | | | | | | | | | [888] max_temp > 14.3: No (n=47, err=48.9%)
## | | | | | | | | [889] humidity_3pm > 88
## | | | | | | | | | [890] rainfall <= 0.8
## | | | | | | | | | | [891] min_temp <= 0.4: No (n=228, err=29.4%)
## | | | | | | | | | | [892] min_temp > 0.4: No (n=278, err=48.2%)
## | | | | | | | | | [893] rainfall > 0.8: Yes (n=18, err=16.7%)
## | | | | | | | [894] wind_speed_3pm > 26: Yes (n=69, err=39.1%)
## | | | | | | [895] cloud_3pm > 7
## | | | | | | | [896] pressure_3pm <= 1021.3
## | | | | | | | | [897] humidity_3pm <= 89: No (n=72, err=50.0%)
## | | | | | | | | [898] humidity_3pm > 89
## | | | | | | | | | [899] temp_9am <= 6.4: Yes (n=31, err=32.3%)
## | | | | | | | | | [900] temp_9am > 6.4: Yes (n=51, err=2.0%)
## | | | | | | | [901] pressure_3pm > 1021.3: No (n=92, err=31.5%)
## | | | | | [902] rain_today in Yes
## | | | | | | [903] humidity_3pm <= 91
## | | | | | | | [904] temp_9am <= 6.5: No (n=97, err=27.8%)
## | | | | | | | [905] temp_9am > 6.5: Yes (n=129, err=36.4%)
## | | | | | | [906] humidity_3pm > 91: Yes (n=450, err=34.0%)
## | | | | [907] min_temp > 5.6
## | | | | | [908] rain_today in No
## | | | | | | [909] humidity_9am <= 82
## | | | | | | | [910] humidity_3pm <= 85: Yes (n=297, err=36.7%)
## | | | | | | | [911] humidity_3pm > 85
## | | | | | | | | [912] cloud_3pm <= 4: No (n=10, err=0.0%)
## | | | | | | | | [913] cloud_3pm > 4
## | | | | | | | | | [914] wind_gust_dir <= ESE: Yes (n=241, err=10.8%)
## | | | | | | | | | [915] wind_gust_dir > ESE: Yes (n=574, err=23.5%)
## | | | | | | [916] humidity_9am > 82
## | | | | | | | [917] humidity_3pm <= 87
## | | | | | | | | [918] wind_gust_speed <= 52
## | | | | | | | | | [919] rainfall <= 0.2: No (n=313, err=40.6%)
## | | | | | | | | | [920] rainfall > 0.2
## | | | | | | | | | | [921] humidity_9am <= 95: Yes (n=112, err=37.5%)
## | | | | | | | | | | [922] humidity_9am > 95: No (n=58, err=39.7%)
## | | | | | | | | [923] wind_gust_speed > 52: Yes (n=53, err=24.5%)
## | | | | | | | [924] humidity_3pm > 87
## | | | | | | | | [925] rainfall <= 0.4
## | | | | | | | | | [926] humidity_9am <= 99: Yes (n=600, err=34.3%)
## | | | | | | | | | [927] humidity_9am > 99
## | | | | | | | | | | [928] humidity_3pm <= 94: No (n=33, err=18.2%)
## | | | | | | | | | | [929] humidity_3pm > 94: Yes (n=61, err=39.3%)
## | | | | | | | | [930] rainfall > 0.4
## | | | | | | | | | [931] humidity_9am <= 96: Yes (n=138, err=10.1%)
## | | | | | | | | | [932] humidity_9am > 96: Yes (n=91, err=31.9%)
## | | | | | [933] rain_today in Yes
## | | | | | | [934] humidity_3pm <= 86
## | | | | | | | [935] wind_gust_speed <= 37: Yes (n=368, err=40.2%)
## | | | | | | | [936] wind_gust_speed > 37: Yes (n=531, err=20.0%)
## | | | | | | [937] humidity_3pm > 86
## | | | | | | | [938] min_temp <= 12.1
## | | | | | | | | [939] wind_gust_speed <= 41
## | | | | | | | | | [940] humidity_3pm <= 92: Yes (n=315, err=30.8%)
## | | | | | | | | | [941] humidity_3pm > 92: Yes (n=339, err=17.1%)
## | | | | | | | | [942] wind_gust_speed > 41: Yes (n=461, err=13.4%)
## | | | | | | | [943] min_temp > 12.1
## | | | | | | | | [944] cloud_9am <= 7
## | | | | | | | | | [945] temp_3pm <= 25.1: Yes (n=790, err=11.9%)
## | | | | | | | | | [946] temp_3pm > 25.1: No (n=10, err=50.0%)
## | | | | | | | | [947] cloud_9am > 7
## | | | | | | | | | [948] humidity_3pm <= 89: Yes (n=140, err=12.9%)
## | | | | | | | | | [949] humidity_3pm > 89: Yes (n=423, err=4.3%)
##
## Number of inner nodes: 474
## Number of terminal nodes: 475References
Hothorn, Torsten, and Achim Zeileis. 2024. Partykit: A Toolkit for Recursive Partytioning. http://partykit.r-forge.r-project.org/partykit/.
Your donation will support ongoing availability and give you access to the PDF version of this book. Desktop Survival Guides include Data Science, GNU/Linux, and MLHub. Books available on Amazon include Data Mining with Rattle and Essentials of Data Science. Popular open source software includes rattle, wajig, and mlhub. Hosted by Togaware, a pioneer of free and open source software since 1984. Copyright © 1995-2022 Graham.Williams@togaware.com Creative Commons Attribution-ShareAlike 4.0
