Browse Source
Merge pull request #2 from laserscout/float64_error
avoid sklern.scale() error for converting float32 to float64
master
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
1 changed files with
2 additions and
2 deletions
-
classifier/preprocessing/data_preprocessing.py
|
|
@ -68,7 +68,7 @@ def standardization(dataset): |
|
|
|
|
|
|
|
|
print(bcolors.YELLOW + 'Running standardization' + bcolors.ENDC) |
|
|
print(bcolors.YELLOW + 'Running standardization' + bcolors.ENDC) |
|
|
# Standardization |
|
|
# Standardization |
|
|
scaledDataset = preprocessing.scale(dataset) |
|
|
scaledDataset = preprocessing.scale(np.float64(dataset)) |
|
|
|
|
|
|
|
|
return scaledDataset |
|
|
return scaledDataset |
|
|
|
|
|
|
|
|
@ -95,4 +95,4 @@ if __name__ == "__main__": |
|
|
print(bcolors.GREEN + 'Saving scaled results to file' + bcolors.ENDC) |
|
|
print(bcolors.GREEN + 'Saving scaled results to file' + bcolors.ENDC) |
|
|
datasetFrame = pd.DataFrame(scaledDataset, columns = featureKeys) |
|
|
datasetFrame = pd.DataFrame(scaledDataset, columns = featureKeys) |
|
|
datasetFrame = datasetFrame.assign(target=target) |
|
|
datasetFrame = datasetFrame.assign(target=target) |
|
|
datasetFrame.to_pickle("./dataset.pkl") |
|
|
datasetFrame.to_pickle("./dataset.pkl") |
|
|
|
GitHub