display target description

AxeldeRomblay · Aug 25, 2017 · d6259c3 · d6259c3
1 parent 9519937
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Showing 7 changed files with 20 additions and 6 deletions.
diff --git a/docker/mlbox-0.5.0-py2.py3-none-any.whl b/docker/mlbox-0.5.0-py2.py3-none-any.whl
diff --git a/docs/history.rst b/docs/history.rst
@@ -68,3 +68,7 @@ History
 * add of new dates features 
 * add of a new strategy for missing categorical values
 * new parallel computing
+
+0.5.1 (2017-08-25)
+------------------
+* improvement in verbose mode for reader (display target quantiles for regression)
diff --git a/examples/regression/example.ipynb b/examples/regression/example.ipynb
@@ -63,11 +63,11 @@
       "\n",
       "reading csv : train.csv ...\n",
       "cleaning data ...\n",
-      "CPU time: 0.848104000092 seconds\n",
+      "CPU time: 0.870355129242 seconds\n",
       "\n",
       "reading csv : test.csv ...\n",
       "cleaning data ...\n",
-      "CPU time: 0.841671943665 seconds\n",
+      "CPU time: 0.817306995392 seconds\n",
       "\n",
       "> Number of common features : 80\n",
       "\n",
@@ -89,7 +89,16 @@
       "FireplaceQu    47.3\n",
       "dtype: float64\n",
       "\n",
-      "> Task : regression\n"
+      "> Task : regression\n",
+      "count      1460.000000\n",
+      "mean     180921.195890\n",
+      "std       79442.502883\n",
+      "min       34900.000000\n",
+      "25%      129975.000000\n",
+      "50%      163000.000000\n",
+      "75%      214000.000000\n",
+      "max      755000.000000\n",
+      "Name: SalePrice, dtype: float64\n"
      ]
     }
    ],

diff --git a/python-package/dist/mlbox-0.5.0-py2.py3-none-any.whl b/python-package/dist/mlbox-0.5.0-py2.py3-none-any.whl
diff --git a/python-package/mlbox/__init__.py b/python-package/mlbox/__init__.py
@@ -2,7 +2,7 @@
 
 __author__ = """Axel ARONIO DE ROMBLAY"""
 __email__ = 'axelderomblay@gmail.com'
-__version__ = '0.5.0'
+__version__ = '0.5.1'
 
 from .preprocessing import *
 from .encoding import *

diff --git a/python-package/mlbox/preprocessing/reader.py b/python-package/mlbox/preprocessing/reader.py
@@ -528,7 +528,8 @@ def train_test_split(self, Lpath, target_name):
                                     dtype='int')
 
             else:
-                pass
+                if (self.verbose):
+                    print(y_train.describe())
 
             ##############################################################
             #                         Dumping

diff --git a/python-package/setup.py b/python-package/setup.py
@@ -45,7 +45,7 @@ def run(self):
 
 setup(
     name='mlbox',
-    version='0.5.0',
+    version='0.5.1',
     description="A powerful Automated Machine Learning python library.",
     long_description=readme,
     author="Axel ARONIO DE ROMBLAY",