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[DOC] Changed SummaryClusterer's summary_stat from "percentiles" to "quantiles" #2778

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[DOC] Changed SummaryClusterer's summary_stat from "percentiles" to "quantiles" #2778

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ce0d4ed
changed summary_stats
Ramana-Raja May 4, 2025
16bc12e
changed summary_stats
Ramana-Raja May 4, 2025
e304b36
changed summary_stats
Ramana-Raja May 4, 2025
f712291
changed summary_stats for regression and classification
Ramana-Raja May 4, 2025
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4 changes: 2 additions & 2 deletions aeon/classification/feature_based/_summary.py
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Expand Up @@ -24,12 +24,12 @@ class SummaryClassifier(BaseClassifier):

Parameters
----------
summary_stats : ["default", "percentiles", "bowley", "tukey"], default="default"
summary_stats : ["default", "quantiles", "bowley", "tukey"], default="default"
The summary statistics to compute.
The options are as follows, with float denoting the percentile value extracted
from the series:
- "default": mean, std, min, max, 0.25, 0.5, 0.75
- "percentiles": 0.215, 0.887, 0.25, 0.5, 0.75, 0.9113, 0.9785
- "quantiles": 0.0215, 0.0887, 0.25, 0.5, 0.75, 0.9113, 0.9785
- "bowley": min, max, 0.1, 0.25, 0.5, 0.75, 0.9
- "tukey": min, max, 0.125, 0.25, 0.5, 0.75, 0.875
estimator : sklearn classifier, default=None
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4 changes: 2 additions & 2 deletions aeon/clustering/feature_based/_summary.py
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Expand Up @@ -24,12 +24,12 @@ class SummaryClusterer(BaseClusterer):

Parameters
----------
summary_stats : ["default", "percentiles", "bowley", "tukey"], default="default"
summary_stats : ["default", "quantiles", "bowley", "tukey"], default="default"
The summary statistics to compute.
The options are as follows, with float denoting the percentile value extracted
from the series:
- "default": mean, std, min, max, 0.25, 0.5, 0.75
- "percentiles": 0.215, 0.887, 0.25, 0.5, 0.75, 0.9113, 0.9785
- "quantiles": 0.0215, 0.0887, 0.25, 0.5, 0.75, 0.9113, 0.9785
- "bowley": min, max, 0.1, 0.25, 0.5, 0.75, 0.9
- "tukey": min, max, 0.125, 0.25, 0.5, 0.75, 0.875
estimator : sklearn clusterer, default=None
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4 changes: 2 additions & 2 deletions aeon/regression/feature_based/_summary.py
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Expand Up @@ -24,12 +24,12 @@ class SummaryRegressor(BaseRegressor):

Parameters
----------
summary_stats : ["default", "percentiles", "bowley", "tukey"], default="default"
summary_stats : ["default", "quantiles", "bowley", "tukey"], default="default"
The summary statistics to compute.
The options are as follows, with float denoting the percentile value extracted
from the series:
- "default": mean, std, min, max, 0.25, 0.5, 0.75
- "percentiles": 0.215, 0.887, 0.25, 0.5, 0.75, 0.9113, 0.9785
- "quantiles": 0.0215, 0.0887, 0.25, 0.5, 0.75, 0.9113, 0.9785
- "bowley": min, max, 0.1, 0.25, 0.5, 0.75, 0.9
- "tukey": min, max, 0.125, 0.25, 0.5, 0.75, 0.875
estimator : sklearn regressor, default=None
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