Advertisement
Not a member of Pastebin yet?
Sign Up,
it unlocks many cool features!
- ODSZUMIANIE FILTREM: median
- ----------------------------------------------------
- Time Required to train: 109.44631218910217
- Time Required to test: 326.8256080150604
- /usr/local/Cellar/python/3.7.2/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/sklearn/metrics/classification.py:1143: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples.
- 'precision', 'predicted', average, warn_for)
- precision recall f1-score support
- Bike 0.33 1.00 0.50 29087
- Ping 0.96 0.47 0.63 29181
- Running 0.00 0.00 0.00 29119
- Walking 0.97 0.49 0.66 29188
- micro avg 0.49 0.49 0.49 116575
- macro avg 0.57 0.49 0.45 116575
- weighted avg 0.57 0.49 0.45 116575
- PRECYZJA: 0.4911516191293159
- Time Required to train: 6.646486043930054
- Time Required to test: 0.686913013458252
- /usr/local/Cellar/python/3.7.2/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/sklearn/metrics/classification.py:1143: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples.
- 'precision', 'predicted', average, warn_for)
- precision recall f1-score support
- Bike 0.00 0.00 0.00 29087
- Ping 0.94 0.41 0.57 29181
- Running 0.32 1.00 0.49 29119
- Walking 0.95 0.43 0.60 29188
- micro avg 0.46 0.46 0.46 116575
- macro avg 0.55 0.46 0.41 116575
- weighted avg 0.55 0.46 0.41 116575
- PRECYZJA: 0.46046751018657517
- Time Required to train: 15.768659830093384
- Time Required to test: 0.20130586624145508
- precision recall f1-score support
- Bike 0.00 0.00 0.00 29087
- Ping 0.92 0.45 0.60 29181
- Running 0.33 1.00 0.50 29119
- Walking 0.97 0.47 0.63 29188
- micro avg 0.48 0.48 0.48 116575
- macro avg 0.55 0.48 0.43 116575
- weighted avg 0.55 0.48 0.43 116575
- PRECYZJA: 0.4802058760454643
- *****************************************************
- ODSZUMIANIE FILTREM: low_pass
- ----------------------------------------------------
- Time Required to train: 113.61436486244202
- Time Required to test: 318.8858370780945
- /usr/local/Cellar/python/3.7.2/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/sklearn/metrics/classification.py:1143: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples.
- 'precision', 'predicted', average, warn_for)
- precision recall f1-score support
- Bike 0.00 0.00 0.00 29087
- Ping 0.27 0.93 0.42 29181
- Running 0.00 0.00 0.00 29119
- Walking 0.87 0.43 0.58 29188
- micro avg 0.34 0.34 0.34 116575
- macro avg 0.28 0.34 0.25 116575
- weighted avg 0.28 0.34 0.25 116575
- PRECYZJA: 0.34251769247265706
- Time Required to train: 7.638476133346558
- Time Required to test: 0.5805709362030029
- /usr/local/Cellar/python/3.7.2/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/sklearn/metrics/classification.py:1143: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples.
- 'precision', 'predicted', average, warn_for)
- precision recall f1-score support
- Bike 0.00 0.00 0.00 29087
- Ping 0.81 0.43 0.56 29181
- Running 0.33 1.00 0.50 29119
- Walking 0.89 0.41 0.56 29188
- micro avg 0.46 0.46 0.46 116575
- macro avg 0.51 0.46 0.40 116575
- weighted avg 0.51 0.46 0.40 116575
- PRECYZJA: 0.4584173279004932
- Time Required to train: 16.169973850250244
- Time Required to test: 0.24014616012573242
- precision recall f1-score support
- Bike 0.33 1.00 0.50 29087
- Ping 0.81 0.43 0.56 29181
- Running 0.00 0.00 0.00 29119
- Walking 0.88 0.41 0.56 29188
- micro avg 0.46 0.46 0.46 116575
- macro avg 0.51 0.46 0.41 116575
- weighted avg 0.51 0.46 0.41 116575
- PRECYZJA: 0.4602873686467939
- *****************************************************
- ODSZUMIANIE FILTREM: median_low_pass
- ----------------------------------------------------
- Time Required to train: 101.87399077415466
- /usr/local/Cellar/python/3.7.2/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/sklearn/metrics/classification.py:1143: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples.
- Time Required to test: 314.2289571762085
- precision recall f1-score support
- 'precision', 'predicted', average, warn_for)
- Bike 0.00 0.00 0.00 29087
- Ping 0.96 0.47 0.63 29181
- Running 0.33 1.00 0.50 29119
- Walking 0.97 0.49 0.65 29188
- micro avg 0.49 0.49 0.49 116575
- macro avg 0.57 0.49 0.45 116575
- weighted avg 0.57 0.49 0.45 116575
- PRECYZJA: 0.49121166630924296
- Time Required to train: 7.353879928588867
- Time Required to test: 0.5638179779052734
- /usr/local/Cellar/python/3.7.2/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/sklearn/metrics/classification.py:1143: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples.
- 'precision', 'predicted', average, warn_for)
- precision recall f1-score support
- Bike 0.00 0.00 0.00 29087
- Ping 0.96 0.41 0.57 29181
- Running 0.32 1.00 0.49 29119
- Walking 0.95 0.45 0.61 29188
- micro avg 0.46 0.46 0.46 116575
- macro avg 0.56 0.46 0.42 116575
- weighted avg 0.56 0.46 0.42 116575
- PRECYZJA: 0.4637958395882479
- Time Required to train: 14.536303758621216
- Time Required to test: 0.1835160255432129
- precision recall f1-score support
- Bike 0.33 1.00 0.50 29087
- Ping 0.94 0.47 0.63 29181
- Running 0.00 0.00 0.00 29119
- Walking 0.97 0.48 0.64 29188
- micro avg 0.49 0.49 0.49 116575
- macro avg 0.56 0.49 0.44 116575
- weighted avg 0.56 0.49 0.44 116575
- PRECYZJA: 0.48756594467081277
- *****************************************************
- ODSZUMIANIE FILTREM: raw
- ----------------------------------------------------
- Time Required to train: 126.34143996238708
- Time Required to test: 321.5768711566925
- /usr/local/Cellar/python/3.7.2/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/sklearn/metrics/classification.py:1143: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples.
- 'precision', 'predicted', average, warn_for)
- precision recall f1-score support
- Bike 0.00 0.00 0.00 29087
- Ping 0.91 0.43 0.59 29181
- Running 0.33 1.00 0.50 29119
- Walking 0.90 0.47 0.62 29188
- micro avg 0.48 0.48 0.48 116575
- macro avg 0.53 0.48 0.43 116575
- weighted avg 0.54 0.48 0.43 116575
- PRECYZJA: 0.47532489813424833
- Time Required to train: 7.534698963165283
- Time Required to test: 0.5957009792327881
- /usr/local/Cellar/python/3.7.2/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/sklearn/metrics/classification.py:1143: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples.
- 'precision', 'predicted', average, warn_for)
- precision recall f1-score support
- Bike 0.00 0.00 0.00 29087
- Ping 0.82 0.41 0.55 29181
- Running 0.33 1.00 0.50 29119
- Walking 0.85 0.42 0.56 29188
- micro avg 0.46 0.46 0.46 116575
- macro avg 0.50 0.46 0.40 116575
- weighted avg 0.50 0.46 0.40 116575
- PRECYZJA: 0.45794552862963755
- Time Required to train: 14.916923999786377
- Time Required to test: 0.19340801239013672
- /usr/local/Cellar/python/3.7.2/Frameworks/Python.framework/Versions/3.7/lib/python3.7/site-packages/sklearn/metrics/classification.py:1143: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples.
- 'precision', 'predicted', average, warn_for)
- precision recall f1-score support
- Bike 0.33 1.00 0.50 29087
- Ping 0.91 0.35 0.51 29181
- Running 0.00 0.00 0.00 29119
- Walking 0.78 0.48 0.59 29188
- micro avg 0.46 0.46 0.46 116575
- macro avg 0.51 0.46 0.40 116575
- weighted avg 0.51 0.46 0.40 116575
- PRECYZJA: 0.45671885052541283
Advertisement
Add Comment
Please, Sign In to add comment
Advertisement