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
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Iteration: 15, number of features in the model: 17
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Iteration: 17, number of features in the model: 19
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Iteration: 25, number of features in the model: 27
Iteration: 26, number of features in the model: 28
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Iteration: 113, number of features in the model: 115
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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
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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
Iteration: 200, number of features in the model: 202
Iteration: 201, number of features in the model: 203
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Iteration: 203, number of features in the model: 205
Iteration: 204, number of features in the model: 206
Iteration: 205, number of features in the model: 207
Iteration: 206, number of features in the model: 208
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Iteration: 212, number of features in the model: 214
Iteration: 213, number of features in the model: 215
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Iteration: 215, number of features in the model: 217
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Iteration: 236, number of features in the model: 238
Iteration: 237, number of features in the model: 239
Iteration: 238, number of features in the model: 240
Iteration: 239, number of features in the model: 241
Iteration: 240, number of features in the model: 242
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Iteration: 275, number of features in the model: 277
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