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@@ -1416,7 +1416,7 @@
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"attributes": [
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{
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"default": "1.0",
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- "description": "Additive (Laplace/Lidstone) smoothing parameter\n(0 for no smoothing).\n",
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+ "description": "Additive (Laplace/Lidstone) smoothing parameter\n(set alpha=0 and force_alpha=True, for no smoothing).\n",
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"name": "alpha",
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"optional": true,
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"type": "float32"
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@@ -1439,6 +1439,12 @@
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"description": "Prior probabilities of the classes. If specified, the priors are not\nadjusted according to the data.\n",
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"name": "class_prior",
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"optional": true
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+ },
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+ {
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+ "name": "force_alpha",
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+ "description": "If False and alpha is less than 1e-10, it will set alpha to\n1e-10. If True, alpha will remain unchanged. This may cause\nnumerical errors if alpha is too close to 0.\n\n.. versionadded:: 1.2\n.. deprecated:: 1.2\nThe default value of `force_alpha` will change to `True` in v1.4.\n",
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+ "type": "boolean",
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+ "default": false
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}
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]
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},
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@@ -1448,7 +1454,7 @@
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"attributes": [
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{
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"default": "1.0",
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- "description": "Additive (Laplace/Lidstone) smoothing parameter (0 for no smoothing).\n",
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+ "description": "Additive (Laplace/Lidstone) smoothing parameter\n(set alpha=0 and force_alpha=True, for no smoothing).\n",
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"name": "alpha",
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"optional": true,
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"type": "float32"
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@@ -1472,6 +1478,12 @@
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"name": "norm",
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"optional": true,
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"type": "boolean"
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+ },
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+ {
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+ "name": "force_alpha",
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+ "description": "If False and alpha is less than 1e-10, it will set alpha to\n1e-10. If True, alpha will remain unchanged. This may cause\nnumerical errors if alpha is too close to 0.\n\n.. versionadded:: 1.2\n.. deprecated:: 1.2\nThe default value of `force_alpha` will change to `True` in v1.4.\n",
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+ "type": "boolean",
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+ "default": false
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}
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]
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},
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@@ -1481,7 +1493,7 @@
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"attributes": [
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{
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"default": "1.0",
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- "description": "Additive (Laplace/Lidstone) smoothing parameter\n(0 for no smoothing).\n",
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+ "description": "Additive (Laplace/Lidstone) smoothing parameter\n(set alpha=0 and force_alpha=True, for no smoothing).\n",
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"name": "alpha",
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"optional": true,
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"type": "float32"
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@@ -1498,6 +1510,12 @@
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"description": "Prior probabilities of the classes. If specified, the priors are not\nadjusted according to the data.\n",
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"name": "class_prior",
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"optional": true
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+ },
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+ {
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+ "name": "force_alpha",
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+ "description": "If False and alpha is less than 1e-10, it will set alpha to\n1e-10. If True, alpha will remain unchanged. This may cause\nnumerical errors if alpha is too close to 0.\n\n.. versionadded:: 1.2\n.. deprecated:: 1.2\nThe default value of `force_alpha` will change to `True` in v1.4.\n",
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+ "type": "boolean",
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+ "default": false
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}
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]
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},
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