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76 | 76 | # measures:
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77 | 77 |
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78 | 78 | ###############################################################################
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79 |
| -# Extract all info-theo measures |
| 79 | +# Extract all info-theory measures |
80 | 80 | mfe = MFE(groups=["info-theory"])
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81 | 81 | mfe.fit(X, y)
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82 | 82 | ft = mfe.extract()
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109 | 109 |
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110 | 110 | ###############################################################################
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111 | 111 | # Extract only two model-based measures
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112 |
| -mfe = MFE(features=["leaves", "nodel"]) |
| 112 | +mfe = MFE(features=["leaves", "nodes"]) |
113 | 113 | mfe.fit(X, y)
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114 | 114 | ft = mfe.extract()
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115 | 115 | print("\n".join("{:50} {:30}".format(x, y) for x, y in zip(ft[0], ft[1])))
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167 | 167 | # dataset.
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168 | 168 |
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169 | 169 | ###############################################################################
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170 |
| -# Extract all relative landmarking measures |
| 170 | +# Extract all subsampling landmarking measures |
171 | 171 | mfe = MFE(groups=["landmarking"], lm_sample_frac=0.7)
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172 | 172 | mfe.fit(X, y)
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173 | 173 | ft = mfe.extract()
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196 | 196 | # the examples density.
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197 | 197 |
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198 | 198 | ###############################################################################
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199 |
| -# Extract all clustering based measures |
| 199 | +# Extract all concept measures |
200 | 200 | mfe = MFE(groups=["concept"])
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201 | 201 | mfe.fit(X, y)
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202 | 202 | ft = mfe.extract()
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210 | 210 | #
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211 | 211 |
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212 | 212 | ###############################################################################
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213 |
| -# Extract all clustering based measures |
| 213 | +# Extract all itemset measures |
214 | 214 | mfe = MFE(groups=["itemset"])
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215 | 215 | mfe.fit(X, y)
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216 | 216 | ft = mfe.extract()
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225 | 225 | #
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226 | 226 |
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227 | 227 | ###############################################################################
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228 |
| -# Extract all clustering based measures |
| 228 | +# Extract all complexity measures |
229 | 229 | mfe = MFE(groups=["complexity"])
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230 | 230 | mfe.fit(X, y)
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231 | 231 | ft = mfe.extract()
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