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View Code? Open in Web Editor NEW2nd place solution for Avazu click-through rate prediction competition
License: Other
2nd place solution for Avazu click-through rate prediction competition
License: Other
fm_path = ' .....kaggle-2014-criteo/fm'
xgb_path = '..../xgboost/wrapper'
however, i don't see a fm directory in
https://github.com/guestwalk/kaggle-2014-criteo
and there is not a warpper in
https://github.com/dmlc/xgboost
while start _0_run_me.sh,
It report such error when run "python _2c_generate_fm_features.py"
t0tv_mx loaded with shape (10999998, 43)
t0 loaded with shape (10999998, 40)
22 all_withid
to write data files ...
/media/rzai/ai_data/prj/kaggle-2014-criteo/solvers/libffm-1.13/ffm-train -t 4 -s 8 -l 1e-5 /dev/shm/_tmp_2way_v.txt /dev/shm/_tmp_2way_t.txt
load results ...
Traceback (most recent call last):
File "_2c_generate_fm_features.py", line 78, in
fm_predv = pd.read_csv(open(path1 + '_tmp_2way_v.txt.out', 'r'), header=None).ix[:,0].values
IOError: [Errno 2] No such file or directory: '/dev/shm/_tmp_2way_v.txt.out'
site_model site_model 24 3335302 3335302
site_model site_model 25 3363122 3363122
site_model site_model 26 3835892 3835892
site_model site_model 27 3225010 3225010
site_model site_model 28 5287222 5287222
site_model site_model 29 3832608 3832608
site_model site_model 30 4218938 4218938
site_model site_model 31 4577464 4577464
app_model app_model 22 5337126 5337126
app_model app_model 23 3870752 3870752
app_model app_model 24 3335302 3335302
app_model app_model 25 3363122 3363122
app_model app_model 26 3835892 3835892
app_model app_model 27 3225010 3225010
app_model app_model 28 5287222 5287222
app_model app_model 29 3832608 3832608
app_model app_model 30 4218938 4218938
app_model app_model 31 4577464 4577464
dev_id_ip dev_id_ip 22 5337126 5337126
Traceback (most recent call last):
File "_1_encode_cat_features.py", line 56, in
calc_exptv(t0, exptv_vn_list)
File "/media/rzai/ai_data/prj/kaggle-avazu-2nd/utils.py", line 499, in calc_exptv
t0.loc[t0.day.values == day_v, vn_exp]=day_exps[day_v][vn_key]['exp']
File "/usr/local/lib/python2.7/dist-packages/pandas/core/indexing.py", line 118, in setitem
self._setitem_with_indexer(indexer, value)
File "/usr/local/lib/python2.7/dist-packages/pandas/core/indexing.py", line 210, in _setitem_with_indexer
take_split_path = self.obj._is_mixed_type
File "/usr/local/lib/python2.7/dist-packages/pandas/core/generic.py", line 2054, in _is_mixed_type
return self._protect_consolidate(f)
File "/usr/local/lib/python2.7/dist-packages/pandas/core/generic.py", line 2020, in _protect_consolidate
result = f()
File "/usr/local/lib/python2.7/dist-packages/pandas/core/generic.py", line 2053, in
f = lambda: self._data.is_mixed_type
File "/usr/local/lib/python2.7/dist-packages/pandas/core/internals.py", line 2568, in is_mixed_type
self._consolidate_inplace()
File "/usr/local/lib/python2.7/dist-packages/pandas/core/internals.py", line 2830, in _consolidate_inplace
self.blocks = tuple(_consolidate(self.blocks))
File "/usr/local/lib/python2.7/dist-packages/pandas/core/internals.py", line 3799, in _consolidate
_can_consolidate=_can_consolidate)
File "/usr/local/lib/python2.7/dist-packages/pandas/core/internals.py", line 3825, in _merge_blocks
new_values = new_values[argsort]
MemoryError
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