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< title > pyFTS.hyperparam package — pyFTS 1.6 documentation< / title >
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< h1 > pyFTS.hyperparam package< a class = "headerlink" href = "#pyfts-hyperparam-package" title = "Permalink to this headline" > ¶< / a > < / h1 >
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< div class = "section" id = "module-pyFTS.hyperparam.Util" >
< span id = "pyfts-hyperparam-util-module" > < / span > < h2 > pyFTS.hyperparam.Util module< a class = "headerlink" href = "#module-pyFTS.hyperparam.Util" title = "Permalink to this headline" > ¶< / a > < / h2 >
< p > Common facilities for hyperparameter tunning< / p >
< dl class = "function" >
< dt id = "pyFTS.hyperparam.Util.create_hyperparam_tables" >
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< code class = "descclassname" > pyFTS.hyperparam.Util.< / code > < code class = "descname" > create_hyperparam_tables< / code > < span class = "sig-paren" > (< / span > < em > conn< / em > < span class = "sig-paren" > )< / span > < a class = "headerlink" href = "#pyFTS.hyperparam.Util.create_hyperparam_tables" title = "Permalink to this definition" > ¶< / a > < / dt >
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< dd > < p > Create a sqlite3 table designed to store benchmark results.< / p >
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< tr class = "field-odd field" > < th class = "field-name" > Parameters:< / th > < td class = "field-body" > < strong > conn< / strong > – < / td >
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< dt id = "pyFTS.hyperparam.Util.insert_hyperparam" >
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< code class = "descclassname" > pyFTS.hyperparam.Util.< / code > < code class = "descname" > insert_hyperparam< / code > < span class = "sig-paren" > (< / span > < em > data< / em > , < em > conn< / em > < span class = "sig-paren" > )< / span > < a class = "headerlink" href = "#pyFTS.hyperparam.Util.insert_hyperparam" title = "Permalink to this definition" > ¶< / a > < / dt >
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< dd > < p > Insert benchmark data on database< / p >
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< tr class = "field-odd field" > < th class = "field-name" > Parameters:< / th > < td class = "field-body" > < strong > data< / strong > – < / td >
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< p > Dataset: Identify on which dataset the dataset was performed
Tag: a user defined word that indentify a benchmark set
Model: FTS model
Transformation: The name of data transformation, if one was used
mf: membership function
Order: the order of the FTS method
Partitioner: UoD partitioning scheme
Partitions: Number of partitions
alpha: alpha cut
lags: lags
Measure: accuracy measure
Value: the measure value< / p >
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< tr class = "field-even field" > < th class = "field-name" > Returns:< / th > < td class = "field-body" > < / td >
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< dl class = "function" >
< dt id = "pyFTS.hyperparam.Util.open_hyperparam_db" >
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< code class = "descclassname" > pyFTS.hyperparam.Util.< / code > < code class = "descname" > open_hyperparam_db< / code > < span class = "sig-paren" > (< / span > < em > name< / em > < span class = "sig-paren" > )< / span > < a class = "headerlink" href = "#pyFTS.hyperparam.Util.open_hyperparam_db" title = "Permalink to this definition" > ¶< / a > < / dt >
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< dd > < p > Open a connection with a Sqlite database designed to store benchmark results.< / p >
< table class = "docutils field-list" frame = "void" rules = "none" >
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< tr class = "field-even field" > < th class = "field-name" > Returns:< / th > < td class = "field-body" > a sqlite3 database connection< / td >
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< div class = "section" id = "pyfts-hyperparam-gridsearch-module" >
< h2 > pyFTS.hyperparam.GridSearch module< a class = "headerlink" href = "#pyfts-hyperparam-gridsearch-module" title = "Permalink to this headline" > ¶< / a > < / h2 >
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< h2 > pyFTS.hyperparam.Evolutionary module< a class = "headerlink" href = "#pyfts-hyperparam-evolutionary-module" title = "Permalink to this headline" > ¶< / a > < / h2 >
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