mriqc classification is complaining about the dimensions

[Vincent-wq]

Hi, @oesteban @dbirman
I have finished mriqc on my small dataset (64 subjects), when I am running
mriqc_clf --load-classifier -X /proj/Abbas_dataset_raw_BIDS_MRIQC/group_T1w.tsv
the data is 65(64+defaut column names)*69
using the most recent version docker image (singularity develop folder), it is complaiing the dimensions, do you have any idea why this may happen? below is the error message.
/usr/local/miniconda/lib/python3.7/site-packages/sklearn/utils/__init__.py:4: DeprecationWarning: Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated, and in 3.8 it will stop working from collections import Sequence /usr/local/miniconda/lib/python3.7/site-packages/sklearn/ensemble/weight_boosting.py:29: DeprecationWarning: numpy.core.umath_tests is an internal NumPy module and should not be imported. It will be removed in a future NumPy release. from numpy.core.umath_tests import inner1d Traceback (most recent call last): File "/usr/local/miniconda/bin/mriqc_clf", line 10, in <module> sys.exit(main()) File "/usr/local/miniconda/lib/python3.7/site-packages/mriqc/bin/mriqc_clf.py", line 199, in main thres=opts.threshold) File "/usr/local/miniconda/lib/python3.7/site-packages/mriqc/classifier/helper.py", line 517, in predict_dataset prob_y, pred_y = self.predict(_xeval[columns]) File "/usr/local/miniconda/lib/python3.7/site-packages/mriqc/classifier/helper.py", line 487, in predict proba = np.array(self._estimator.predict_proba(X)) File "/usr/local/miniconda/lib/python3.7/site-packages/sklearn/utils/metaestimators.py", line 115, in <lambda> out = lambda *args, **kwargs: self.fn(obj, *args, **kwargs) File "/usr/local/miniconda/lib/python3.7/site-packages/sklearn/pipeline.py", line 356, in predict_proba Xt = transform.transform(Xt) File "/usr/local/miniconda/lib/python3.7/site-packages/mriqc/classifier/sklearn/preprocessing.py", line 212, in transform new_x[new_x.columns[self.ftmask_]], y) File "/usr/local/miniconda/lib/python3.7/site-packages/mriqc/classifier/sklearn/preprocessing.py", line 165, in transform X.ix[:, colmask]) File "/usr/local/miniconda/lib/python3.7/site-packages/pandas/core/indexing.py", line 139, in __getitem__ return self._getitem_tuple(key) File "/usr/local/miniconda/lib/python3.7/site-packages/pandas/core/indexing.py", line 808, in _getitem_tuple retval = getattr(retval, self.name)._getitem_axis(key, axis=i) File "/usr/local/miniconda/lib/python3.7/site-packages/pandas/core/indexing.py", line 1008, in _getitem_axis return self._getitem_iterable(key, axis=axis) File "/usr/local/miniconda/lib/python3.7/site-packages/pandas/core/indexing.py", line 1114, in _getitem_iterable key = check_bool_indexer(labels, key) File "/usr/local/miniconda/lib/python3.7/site-packages/pandas/core/indexing.py", line 2399, in check_bool_indexer "Item wrong length {} instead of {}.".format(len(result), len(index)) IndexError: Item wrong length 36 instead of 37.