From 61eb12674b90143388a01c22bf51cb7d02ab0447 Mon Sep 17 00:00:00 2001 From: martinzapletal Date: Sun, 15 Feb 2015 09:10:03 -0800 Subject: [MLLIB][SPARK-5502] User guide for isotonic regression User guide for isotonic regression added to docs/mllib-regression.md including code examples for Scala and Java. Author: martinzapletal Closes #4536 from zapletal-martin/SPARK-5502 and squashes the following commits: 67fe773 [martinzapletal] SPARK-5502 reworded model prediction rules to use more general language rather than the code/implementation specific terms 80bd4c3 [martinzapletal] SPARK-5502 created docs page for isotonic regression, added links to the page, updated data and examples 7d8136e [martinzapletal] SPARK-5502 Added documentation for Isotonic regression including examples for Scala and Java 504b5c3 [martinzapletal] SPARK-5502 Added documentation for Isotonic regression including examples for Scala and Java --- data/mllib/sample_isotonic_regression_data.txt | 100 +++++++++++++++++++++++++ 1 file changed, 100 insertions(+) create mode 100644 data/mllib/sample_isotonic_regression_data.txt (limited to 'data') diff --git a/data/mllib/sample_isotonic_regression_data.txt b/data/mllib/sample_isotonic_regression_data.txt new file mode 100644 index 0000000000..d257b509d4 --- /dev/null +++ b/data/mllib/sample_isotonic_regression_data.txt @@ -0,0 +1,100 @@ +0.24579296,0.01 +0.28505864,0.02 +0.31208567,0.03 +0.35900051,0.04 +0.35747068,0.05 +0.16675166,0.06 +0.17491076,0.07 +0.04181540,0.08 +0.04793473,0.09 +0.03926568,0.10 +0.12952575,0.11 +0.00000000,0.12 +0.01376849,0.13 +0.13105558,0.14 +0.08873024,0.15 +0.12595614,0.16 +0.15247323,0.17 +0.25956145,0.18 +0.20040796,0.19 +0.19581846,0.20 +0.15757267,0.21 +0.13717491,0.22 +0.19020908,0.23 +0.19581846,0.24 +0.20091790,0.25 +0.16879143,0.26 +0.18510964,0.27 +0.20040796,0.28 +0.29576747,0.29 +0.43396226,0.30 +0.53391127,0.31 +0.52116267,0.32 +0.48546660,0.33 +0.49209587,0.34 +0.54156043,0.35 +0.59765426,0.36 +0.56144824,0.37 +0.58592555,0.38 +0.52983172,0.39 +0.50178480,0.40 +0.52626211,0.41 +0.58286588,0.42 +0.64660887,0.43 +0.68077511,0.44 +0.74298827,0.45 +0.64864865,0.46 +0.67261601,0.47 +0.65782764,0.48 +0.69811321,0.49 +0.63029067,0.50 +0.61601224,0.51 +0.63233044,0.52 +0.65323814,0.53 +0.65323814,0.54 +0.67363590,0.55 +0.67006629,0.56 +0.51555329,0.57 +0.50892402,0.58 +0.33299337,0.59 +0.36206017,0.60 +0.43090260,0.61 +0.45996940,0.62 +0.56348802,0.63 +0.54920959,0.64 +0.48393677,0.65 +0.48495665,0.66 +0.46965834,0.67 +0.45181030,0.68 +0.45843957,0.69 +0.47118817,0.70 +0.51555329,0.71 +0.58031617,0.72 +0.55481897,0.73 +0.56297807,0.74 +0.56603774,0.75 +0.57929628,0.76 +0.64762876,0.77 +0.66241713,0.78 +0.69301377,0.79 +0.65119837,0.80 +0.68332483,0.81 +0.66598674,0.82 +0.73890872,0.83 +0.73992861,0.84 +0.84242733,0.85 +0.91330954,0.86 +0.88016318,0.87 +0.90719021,0.88 +0.93115757,0.89 +0.93115757,0.90 +0.91942886,0.91 +0.92911780,0.92 +0.95665477,0.93 +0.95002550,0.94 +0.96940337,0.95 +1.00000000,0.96 +0.89801122,0.97 +0.90311066,0.98 +0.90362060,0.99 +0.83477817,1.0 \ No newline at end of file -- cgit v1.2.3