From 9b96150ac177bb35d0483028713f49fa9e0ae8a1 Mon Sep 17 00:00:00 2001 From: Volodymyr Orlov Date: Fri, 11 Sep 2020 15:56:06 -0700 Subject: [PATCH] feat: adds diabetes dataset --- src/dataset/diabetes.rs | 4514 +++++++++++++++++++++++++++++++++++++++ src/dataset/mod.rs | 2 + 2 files changed, 4516 insertions(+) create mode 100644 src/dataset/diabetes.rs diff --git a/src/dataset/diabetes.rs b/src/dataset/diabetes.rs new file mode 100644 index 0000000..d62472e --- /dev/null +++ b/src/dataset/diabetes.rs @@ -0,0 +1,4514 @@ +//! # Diabetes Data +//! +//! | Number of Instances | Number of Attributes | Missing Values? | Associated Tasks: | +//! |-|-|-|-| +//! | 442 | 10 | No | Regression | +//! +//! [Diabetes Data](https://www4.stat.ncsu.edu/~boos/var.select/diabetes.html) was collected by Bradley Efron, Trevor Hastie, Iain Johnstone and Robert Tibshirani for the "Least Angle Regression" paper. +//! Predictive variables have been mean centered and scaled to unit variance. +//! The dataset has following attributes: +//! +//! | Predictor | Data Type | Target? | +//! |-|-|-| +//! | Age | Numerical | No | +//! | Sex | Numerical | No | +//! | Body mass index (BMI) | Numerical | No | +//! | Average blood pressure (BP) | Numerical | No | +//! | Six blood serum measurements (SR1 - SR6) | Numerical | No | +//! | A quantitative measure of disease progression one year after baseline | Numerical | Yes | +//! +//! ## References: +//! * ["Least Angle Regression", Efron B., Hastie T., Johnstone I., Tibshirani R., 2004, Annals of Statistics (with discussion), 407-499](http://statweb.stanford.edu/~tibs/ftp/lars.pdf) +use crate::dataset::Dataset; + +/// Get dataset +pub fn load_dataset() -> Dataset { + let x = vec![ + 0.0380759064334241, + 0.0506801187398187, + 0.0616962065186885, + 0.0218723549949558, + -0.0442234984244464, + -0.0348207628376986, + -0.0434008456520269, + -0.00259226199818282, + 0.0199084208763183, + -0.0176461251598052, + -0.00188201652779104, + 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0.0417084448844436, + 0.0506801187398187, + 0.0196615356373334, + 0.0597439326260547, + -0.00569681839481472, + -0.00256647127337676, + -0.0286742944356786, + -0.00259226199818282, + 0.0311929907028023, + 0.00720651632920303, + -0.00551455497881059, + 0.0506801187398187, + -0.0159062628007364, + -0.067642283042187, + 0.0493412959332305, + 0.0791652772536912, + -0.0286742944356786, + 0.0343088588777263, + -0.0181182673078967, + 0.0444854785627154, + 0.0417084448844436, + 0.0506801187398187, + -0.0159062628007364, + 0.0172818607481171, + -0.0373437341334407, + -0.0138398158977999, + -0.0249926566315915, + -0.0110795197996419, + -0.0468794828442166, + 0.0154907301588724, + -0.0454724779400257, + -0.044641636506989, + 0.0390621529671896, + 0.00121513083253827, + 0.0163184273364034, + 0.0152829910486266, + -0.0286742944356786, + 0.0265596234937854, + 0.0445283740214053, + -0.0259303389894746, + -0.0454724779400257, + -0.044641636506989, + -0.0730303027164241, + -0.081413765817132, + 0.0837401173882587, + 0.0278089295202079, + 0.17381578478911, + -0.0394933828740919, + -0.00421985970694603, + 0.00306440941436832, + ]; + + let y = vec![ + 151., 75., 141., 206., 135., 97., 138., 63., 110., 310., 101., 69., 179., 185., 118., 171., + 166., 144., 97., 168., 68., 49., 68., 245., 184., 202., 137., 85., 131., 283., 129., 59., + 341., 87., 65., 102., 265., 276., 252., 90., 100., 55., 61., 92., 259., 53., 190., 142., + 75., 142., 155., 225., 59., 104., 182., 128., 52., 37., 170., 170., 61., 144., 52., 128., + 71., 163., 150., 97., 160., 178., 48., 270., 202., 111., 85., 42., 170., 200., 252., 113., + 143., 51., 52., 210., 65., 141., 55., 134., 42., 111., 98., 164., 48., 96., 90., 162., + 150., 279., 92., 83., 128., 102., 302., 198., 95., 53., 134., 144., 232., 81., 104., 59., + 246., 297., 258., 229., 275., 281., 179., 200., 200., 173., 180., 84., 121., 161., 99., + 109., 115., 268., 274., 158., 107., 83., 103., 272., 85., 280., 336., 281., 118., 317., + 235., 60., 174., 259., 178., 128., 96., 126., 288., 88., 292., 71., 197., 186., 25., 84., + 96., 195., 53., 217., 172., 131., 214., 59., 70., 220., 268., 152., 47., 74., 295., 101., + 151., 127., 237., 225., 81., 151., 107., 64., 138., 185., 265., 101., 137., 143., 141., + 79., 292., 178., 91., 116., 86., 122., 72., 129., 142., 90., 158., 39., 196., 222., 277., + 99., 196., 202., 155., 77., 191., 70., 73., 49., 65., 263., 248., 296., 214., 185., 78., + 93., 252., 150., 77., 208., 77., 108., 160., 53., 220., 154., 259., 90., 246., 124., 67., + 72., 257., 262., 275., 177., 71., 47., 187., 125., 78., 51., 258., 215., 303., 243., 91., + 150., 310., 153., 346., 63., 89., 50., 39., 103., 308., 116., 145., 74., 45., 115., 264., + 87., 202., 127., 182., 241., 66., 94., 283., 64., 102., 200., 265., 94., 230., 181., 156., + 233., 60., 219., 80., 68., 332., 248., 84., 200., 55., 85., 89., 31., 129., 83., 275., 65., + 198., 236., 253., 124., 44., 172., 114., 142., 109., 180., 144., 163., 147., 97., 220., + 190., 109., 191., 122., 230., 242., 248., 249., 192., 131., 237., 78., 135., 244., 199., + 270., 164., 72., 96., 306., 91., 214., 95., 216., 263., 178., 113., 200., 139., 139., 88., + 148., 88., 243., 71., 77., 109., 272., 60., 54., 221., 90., 311., 281., 182., 321., 58., + 262., 206., 233., 242., 123., 167., 63., 197., 71., 168., 140., 217., 121., 235., 245., + 40., 52., 104., 132., 88., 69., 219., 72., 201., 110., 51., 277., 63., 118., 69., 273., + 258., 43., 198., 242., 232., 175., 93., 168., 275., 293., 281., 72., 140., 189., 181., + 209., 136., 261., 113., 131., 174., 257., 55., 84., 42., 146., 212., 233., 91., 111., 152., + 120., 67., 310., 94., 183., 66., 173., 72., 49., 64., 48., 178., 104., 132., 220., 57., + ]; + let shape = (442, 10); + + Dataset { + data: x, + target: y, + num_samples: shape.0, + num_features: shape.1, + feature_names: vec![ + "Age", "Sex", "BMI", "BP", "S1", "S2", "S3", "S4", "S5", "S6", + ] + .iter() + .map(|s| s.to_string()) + .collect(), + target_names: vec!["Disease progression".to_string()], + description: "Diabetes Data: https://www4.stat.ncsu.edu/~boos/var.select/diabetes.html" + .to_string(), + } +} + +#[cfg(test)] +mod tests { + + use super::*; + + #[test] + fn boston_dataset() { + let dataset = load_dataset(); + assert_eq!( + dataset.data.len(), + dataset.num_features * dataset.num_samples + ); + assert_eq!(dataset.target.len(), dataset.num_samples); + assert_eq!(dataset.num_features, 10); + assert_eq!(dataset.num_samples, 442); + } +} diff --git a/src/dataset/mod.rs b/src/dataset/mod.rs index 0e1ec28..ae8b0cc 100644 --- a/src/dataset/mod.rs +++ b/src/dataset/mod.rs @@ -7,6 +7,8 @@ pub mod boston; /// Iris flower data set pub mod iris; +pub mod diabetes; + /// Dataset pub struct Dataset { /// data in one-dimensional array.