verbose

[AMSakhnov]

I am not sure, but verbose works wrong:

from skbayes.rvm_ard_models import RVR

rvm = RVR(kernel = 'rbf', verbose=True, n_iter=300)
rvm.fit(X, y)

output:
Iteration: 0, number of features in the model: 2
Iteration: 1, number of features in the model: 3
Iteration: 2, number of features in the model: 4
Iteration: 3, number of features in the model: 5
Iteration: 4, number of features in the model: 6
Iteration: 5, number of features in the model: 7
Iteration: 6, number of features in the model: 8
Iteration: 7, number of features in the model: 9
Iteration: 8, number of features in the model: 10
Iteration: 9, number of features in the model: 11
Iteration: 10, number of features in the model: 12
Iteration: 11, number of features in the model: 13
Iteration: 12, number of features in the model: 14
Iteration: 13, number of features in the model: 15
Iteration: 14, number of features in the model: 16
Iteration: 15, number of features in the model: 17
Iteration: 16, number of features in the model: 18
Iteration: 17, number of features in the model: 19
Iteration: 18, number of features in the model: 20
Iteration: 19, number of features in the model: 21
Iteration: 20, number of features in the model: 22
Iteration: 21, number of features in the model: 23
Iteration: 22, number of features in the model: 24
Iteration: 23, number of features in the model: 25
Iteration: 24, number of features in the model: 26
Iteration: 25, number of features in the model: 27
Iteration: 26, number of features in the model: 28
Iteration: 27, number of features in the model: 29
Iteration: 28, number of features in the model: 30
Iteration: 29, number of features in the model: 31
Iteration: 30, number of features in the model: 32
Iteration: 31, number of features in the model: 33
Iteration: 32, number of features in the model: 34
Iteration: 33, number of features in the model: 35
Iteration: 34, number of features in the model: 36
Iteration: 35, number of features in the model: 37
Iteration: 36, number of features in the model: 38
Iteration: 37, number of features in the model: 39
Iteration: 38, number of features in the model: 40
Iteration: 39, number of features in the model: 41
Iteration: 40, number of features in the model: 42
Iteration: 41, number of features in the model: 43
Iteration: 42, number of features in the model: 44
Iteration: 43, number of features in the model: 45
Iteration: 44, number of features in the model: 46
Iteration: 45, number of features in the model: 47
Iteration: 46, number of features in the model: 48
Iteration: 47, number of features in the model: 49
Iteration: 48, number of features in the model: 50
Iteration: 49, number of features in the model: 51
Iteration: 50, number of features in the model: 52
Iteration: 51, number of features in the model: 53
Iteration: 52, number of features in the model: 54
Iteration: 53, number of features in the model: 55
Iteration: 54, number of features in the model: 56
Iteration: 55, number of features in the model: 57
Iteration: 56, number of features in the model: 58
Iteration: 57, number of features in the model: 59
Iteration: 58, number of features in the model: 60
Iteration: 59, number of features in the model: 61
Iteration: 60, number of features in the model: 62
Iteration: 61, number of features in the model: 63
Iteration: 62, number of features in the model: 64
Iteration: 63, number of features in the model: 65
Iteration: 64, number of features in the model: 66
Iteration: 65, number of features in the model: 67
Iteration: 66, number of features in the model: 68
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Iteration: 68, number of features in the model: 70
Iteration: 69, number of features in the model: 71
Iteration: 70, number of features in the model: 72
Iteration: 71, number of features in the model: 73
Iteration: 72, number of features in the model: 74
Iteration: 73, number of features in the model: 75
Iteration: 74, number of features in the model: 76
Iteration: 75, number of features in the model: 77
Iteration: 76, number of features in the model: 78
Iteration: 77, number of features in the model: 79
Iteration: 78, number of features in the model: 80
Iteration: 79, number of features in the model: 81
Iteration: 80, number of features in the model: 82
Iteration: 81, number of features in the model: 83
Iteration: 82, number of features in the model: 84
Iteration: 83, number of features in the model: 85
Iteration: 84, number of features in the model: 86
Iteration: 85, number of features in the model: 87
Iteration: 86, number of features in the model: 88
Iteration: 87, number of features in the model: 89
Iteration: 88, number of features in the model: 90
Iteration: 89, number of features in the model: 91
Iteration: 90, number of features in the model: 92
Iteration: 91, number of features in the model: 93
Iteration: 92, number of features in the model: 94
Iteration: 93, number of features in the model: 95
Iteration: 94, number of features in the model: 96
Iteration: 95, number of features in the model: 97
Iteration: 96, number of features in the model: 98
Iteration: 97, number of features in the model: 99
Iteration: 98, number of features in the model: 100
Iteration: 99, number of features in the model: 101
Iteration: 100, number of features in the model: 102
Iteration: 101, number of features in the model: 103
Iteration: 102, number of features in the model: 104
Iteration: 103, number of features in the model: 105
Iteration: 104, number of features in the model: 106
Iteration: 105, number of features in the model: 107
Iteration: 106, number of features in the model: 108
Iteration: 107, number of features in the model: 109
Iteration: 108, number of features in the model: 110
Iteration: 109, number of features in the model: 111
Iteration: 110, number of features in the model: 112
Iteration: 111, number of features in the model: 113
Iteration: 112, number of features in the model: 114
Iteration: 113, number of features in the model: 115
Iteration: 114, number of features in the model: 116
Iteration: 115, number of features in the model: 117
Iteration: 116, number of features in the model: 118
Iteration: 117, number of features in the model: 119
Iteration: 118, number of features in the model: 120
Iteration: 119, number of features in the model: 121
Iteration: 120, number of features in the model: 122
Iteration: 121, number of features in the model: 123
Iteration: 122, number of features in the model: 124
Iteration: 123, number of features in the model: 125
Iteration: 124, number of features in the model: 126
Iteration: 125, number of features in the model: 127
Iteration: 126, number of features in the model: 128
Iteration: 127, number of features in the model: 129
Iteration: 128, number of features in the model: 130
Iteration: 129, number of features in the model: 131
Iteration: 130, number of features in the model: 132
Iteration: 131, number of features in the model: 133
Iteration: 132, number of features in the model: 134
Iteration: 133, number of features in the model: 135
Iteration: 134, number of features in the model: 136
Iteration: 135, number of features in the model: 137
Iteration: 136, number of features in the model: 138
Iteration: 137, number of features in the model: 139
Iteration: 138, number of features in the model: 140
Iteration: 139, number of features in the model: 141
Iteration: 140, number of features in the model: 142
Iteration: 141, number of features in the model: 143
Iteration: 142, number of features in the model: 144
Iteration: 143, number of features in the model: 145
Iteration: 144, number of features in the model: 146
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Iteration: 146, number of features in the model: 148
Iteration: 147, number of features in the model: 149
Iteration: 148, number of features in the model: 150
Iteration: 149, number of features in the model: 151
Iteration: 150, number of features in the model: 152
Iteration: 151, number of features in the model: 153
Iteration: 152, number of features in the model: 154
Iteration: 153, number of features in the model: 155
Iteration: 154, number of features in the model: 156
Iteration: 155, number of features in the model: 157
Iteration: 156, number of features in the model: 158
Iteration: 157, number of features in the model: 159
Iteration: 158, number of features in the model: 160
Iteration: 159, number of features in the model: 161
Iteration: 160, number of features in the model: 162
Iteration: 161, number of features in the model: 163
Iteration: 162, number of features in the model: 164
Iteration: 163, number of features in the model: 165
Iteration: 164, number of features in the model: 166
Iteration: 165, number of features in the model: 167
Iteration: 166, number of features in the model: 168
Iteration: 167, number of features in the model: 169
Iteration: 168, number of features in the model: 170
Iteration: 169, number of features in the model: 171
Iteration: 170, number of features in the model: 172
Iteration: 171, number of features in the model: 173
Iteration: 172, number of features in the model: 174
Iteration: 173, number of features in the model: 175
Iteration: 174, number of features in the model: 176
Iteration: 175, number of features in the model: 177
Iteration: 176, number of features in the model: 178
Iteration: 177, number of features in the model: 179
Iteration: 178, number of features in the model: 180
Iteration: 179, number of features in the model: 181
Iteration: 180, number of features in the model: 182
Iteration: 181, number of features in the model: 183
Iteration: 182, number of features in the model: 184
Iteration: 183, number of features in the model: 185
Iteration: 184, number of features in the model: 186
Iteration: 185, number of features in the model: 187
Iteration: 186, number of features in the model: 188
Iteration: 187, number of features in the model: 189
Iteration: 188, number of features in the model: 190
Iteration: 189, number of features in the model: 191
Iteration: 190, number of features in the model: 192
Iteration: 191, number of features in the model: 193
Iteration: 192, number of features in the model: 194
Iteration: 193, number of features in the model: 195
Iteration: 194, number of features in the model: 196
Iteration: 195, number of features in the model: 197
Iteration: 196, number of features in the model: 198
Iteration: 197, number of features in the model: 199
Iteration: 198, number of features in the model: 200
Iteration: 199, number of features in the model: 201
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