--- a
+++ b/lr/args.py
@@ -0,0 +1,38 @@
+#!/usr/bin/env python
+
+from argparse import Namespace
+from pathlib import Path
+
+path = Path('../data')
+workdir=path/'workdir/lr'
+
+args = Namespace(
+  workdir=workdir,
+  figdir=path/'figures',
+  dataset_csv=path/'proc_dataset.csv',
+  cols=['hadm_id', 'imminent_adm_label', 'prolonged_stay_label', 'processed_note', 'charttime', 'intime', 'chartinterval'],
+  imminent_adm_cols=['hadm_id', 'processed_note', 'imminent_adm_label'],
+  prolonged_stay_cols=['hadm_id', 'processed_note', 'prolonged_stay_label'],
+  dates=['charttime', 'intime'],
+  modeldir=workdir/'models',
+  min_freq=3,
+  ia_thresh=0.45,
+  ps_thresh=0.41,
+  start_seed=127,
+  )
+
+ia_params = {
+  'class_weight': 'balanced',
+  'solver': 'liblinear',
+  'multi_class': 'ovr',
+  'dual': True,
+  'C': 0.336,
+}  
+
+ps_params = {
+  'class_weight': 'balanced',
+  'solver': 'liblinear',
+  'multi_class': 'ovr',
+  'dual': True,
+}
+