From 0dc524bcf0121ab1fa8907f643d3200435d52bbb Mon Sep 17 00:00:00 2001 From: enriquea Date: Tue, 16 Jan 2024 22:50:24 +0100 Subject: [PATCH] fixed docs --- docs/README.methods.md | 5 ++--- images/FSDF_structure.png | Bin 35979 -> 36130 bytes 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/docs/README.methods.md b/docs/README.methods.md index 7b9caa2..0c2c977 100644 --- a/docs/README.methods.md +++ b/docs/README.methods.md @@ -69,7 +69,7 @@ from fsspark.fs.core import FSDataFrame from fsspark.fs.ml import cv_rf_classification, get_accuracy, get_predictions from fsspark.fs.multivariate import multivariate_filter from fsspark.fs.univariate import univariate_filter -from fsspark.fs.utils import (filter_missingness_rate, +from fsspark.fs.utils import (remove_features_by_missingness_rate, impute_missing) from fsspark.utils.datasets import get_tnbc_data_path from fsspark.utils.io import import_table_as_psdf @@ -86,8 +86,7 @@ fsdf = FSDataFrame(fsdf, sample_col='Sample', label_col='label') # Step 1. Data pre-processing. # a) Filter missingness rate -fsdf = filter_missingness_rate(fsdf, - threshold=0.1) +fsdf = remove_features_by_missingness_rate(fsdf, threshold=0.1) # b) Impute data frame fsdf = impute_missing(fsdf) diff --git a/images/FSDF_structure.png b/images/FSDF_structure.png index 19d7ed23925313b65075ce92d3d8579c92c944bc..715a4488fdd949034dbbce2e9e8e3b9f04a5da3f 100644 GIT binary patch literal 36130 zcmdSBWmud`6E--wGe{sf!Ciy9B*9&S2ZFo1y9al7hu}Im!QDN$yW383&UyFyzq>z{ zxt{Bh*6Ql2zN@O6PTnE{-*q~@@m_bE&ZM74v`h??+~PBmnfInUL%rh zAY`V|N51QCQPY}}Q^%XI^uwauIK~`%1-+!avX?*y{5oi5@)YPMLE(RUbuHtQ_Vh7T z=2_d|5J_ffZIGTznEy)R@|)}28kNKCWdZE*v6}ibCZtFwF1(3(OLTe{$%U`DS?47k zm{px~&`WupuoG{>-u?}N9S97t{0KXEE8`Oj`7j)95Ealn0=t$IDHHek1WqO}74SP< z--@!~a_n=u4fV&1!<@*tNcSg1b`9l~TFuEH5^x*PJEpipN8`)?@hNcd-Z8Vf88lfcpGaYTXAc1-;>z%t_)nCK8z0niXMob-NDqGS`Y>}%jM-!}< z4h5EWNVe@Kw%Uku61yQtpiB9`$Ycq5p^rik(9c*Bn_O}?ue3#`IfdK8<^vpn%KTqi zk;Ps)<)tK|n3jHWshf@)r&w98H3JeuYij6k_cn~aX0~{tEOVXzR1PeCm`n6%SJ@QM 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