| DayF core 1.2.1.2 DayF (Decision at your Fingertips) is an AutoML freeware development framework that let developers works with Machine Learning models without any idea of AI, simply taking a csv dataset and the objective column

h2oregressionmetricmetadata.py
1
4
5 '''
6 Copyright (C) e2its - All Rights Reserved
7 * Unauthorized copying of this file, via any medium is strictly prohibited
8 * Proprietary and confidential
9 *
10 * This file is part of gDayF project.
11 *
12 * Written by Jose L. Sanchez <e2its.es@gmail.com>, 2016-2019
13 '''
14
15 from gdayf.metrics.regressionmetricmetadata import RegressionMetricMetadata
16 import time
17 from numpy import isnan
18
19
20
23 class H2ORegressionMetricMetadata(RegressionMetricMetadata):
24
25
27 def __init__(self):
28 RegressionMetricMetadata.__init__(self)
29
30
33 def set_metrics(self, perf_metrics):
34 if perf_metrics is not None:
35 for parameter, _ in self.items():
36 try:
37 self[parameter] = perf_metrics._metric_json[parameter]
38 except KeyError as kexecution_error:
39 #print('Trace: ' + repr(kexecution_error))
40 pass
41 except AttributeError as aexecution_error:
42 #print('Trace: ' + repr(aexecution_error))
43 pass
44
45
gdayf.handler_metrics.h2oregressionmetricmetadata.H2ORegressionMetricMetadata.__init__
def __init__(self)
Method constructor.
Definition: h2oregressionmetricmetadata.py:27
gdayf.handler_metrics.h2oregressionmetricmetadata.H2ORegressionMetricMetadata
Class Base for Regression metricts as OrderedDict Base Metrics for Regression [No expanded metrics]...
Definition: h2oregressionmetricmetadata.py:23
gdayf.metrics.regressionmetricmetadata.RegressionMetricMetadata
Class Base for Regression metricts as OrderedDict Base Metrics for Regression [No expanded metrics]...
Definition: regressionmetricmetadata.py:23
gdayf.metrics.regressionmetricmetadata
Define Regression Metric object as OrderedDict() of common measures for all frameworks on an unified ...
Definition: regressionmetricmetadata.py:1
gdayf.handler_metrics.h2oregressionmetricmetadata.H2ORegressionMetricMetadata.set_metrics
def set_metrics(self, perf_metrics)
Method to load Regression metrics from H2ORegressionModelMetrics class.
Definition: h2oregressionmetricmetadata.py:33