>
> Before I forget again , thanks all for explanations and responses :)
>
Oddly enough if I wrap SGDClassifier within OneVsRestClassifier and
set n_jobs=-1 for Ovr classifier, it goes fine, except of course the
compression still returns corrupted file.
----------------------------------------------------------
Using cached data vectors; skipping feature extraction.
2701 labels to train on.
Training OneVsRestClassifier(estimator=SGDClassifier(alpha=1e-05,
class_weight=None, epsilon=0.1, eta0=0.0,
fit_intercept=True, l1_ratio=0.15, learning_rate=optimal, loss=log,
n_iter=30, n_jobs=1, penalty=l2, power_t=0.5, random_state=None,
rho=None, shuffle=True, verbose=0, warm_start=False),
estimator__alpha=1e-05, estimator__class_weight=None,
estimator__epsilon=0.1, estimator__eta0=0.0,
estimator__fit_intercept=True, estimator__l1_ratio=0.15,
estimator__learning_rate=optimal, estimator__loss=log,
estimator__n_iter=30, estimator__n_jobs=1, estimator__penalty=l2,
estimator__power_t=0.5, estimator__random_state=None,
estimator__rho=None, estimator__shuffle=True,
estimator__verbose=0, estimator__warm_start=False, n_jobs=-1)
done [1937.488s]
======================================================================
Results:
Training time: 1937.48783708
Input Data: (12718, 496220)
Labels: 2701
Dumping classifier... done.
-------------------------------------------------------------------------
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