Added feature binning documentation
Project: http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/repo Commit: http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/commit/15b9991a Tree: http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/tree/15b9991a Diff: http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/diff/15b9991a Branch: refs/heads/asf-site Commit: 15b9991a5e1fdfd6a58761f008687386cf5d8261 Parents: ceeebce Author: myui <[email protected]> Authored: Mon May 8 18:00:39 2017 +0900 Committer: myui <[email protected]> Committed: Mon May 8 18:00:39 2017 +0900 ---------------------------------------------------------------------- userguide/anomaly/changefinder.html | 61 +- userguide/anomaly/lof.html | 61 +- userguide/anomaly/sst.html | 61 +- userguide/binaryclass/a9a.html | 61 +- userguide/binaryclass/a9a_dataset.html | 61 +- userguide/binaryclass/a9a_lr.html | 61 +- userguide/binaryclass/a9a_minibatch.html | 61 +- userguide/binaryclass/kdd2010a.html | 61 +- userguide/binaryclass/kdd2010a_dataset.html | 61 +- userguide/binaryclass/kdd2010a_scw.html | 61 +- userguide/binaryclass/kdd2010b.html | 61 +- userguide/binaryclass/kdd2010b_arow.html | 61 +- userguide/binaryclass/kdd2010b_dataset.html | 61 +- userguide/binaryclass/news20.html | 61 +- userguide/binaryclass/news20_adagrad.html | 61 +- userguide/binaryclass/news20_dataset.html | 61 +- userguide/binaryclass/news20_pa.html | 61 +- userguide/binaryclass/news20_scw.html | 61 +- userguide/binaryclass/titanic_rf.html | 61 +- userguide/binaryclass/webspam.html | 61 +- userguide/binaryclass/webspam_dataset.html | 61 +- userguide/binaryclass/webspam_scw.html | 61 +- userguide/clustering/lda.html | 61 +- userguide/clustering/plsa.html | 61 +- userguide/docker/getting_started.html | 69 +- userguide/eval/auc.html | 61 +- userguide/eval/datagen.html | 61 +- userguide/eval/lr_datagen.html | 61 +- userguide/eval/rank.html | 61 +- userguide/eval/stat_eval.html | 63 +- userguide/ft_engineering/binning.html | 2379 ++++++++++++++++++ userguide/ft_engineering/feature_selection.html | 2329 ----------------- userguide/ft_engineering/ft_trans.html | 63 +- userguide/ft_engineering/hashing.html | 63 +- userguide/ft_engineering/quantify.html | 65 +- userguide/ft_engineering/scaling.html | 71 +- userguide/ft_engineering/selection.html | 2344 +++++++++++++++++ userguide/ft_engineering/tfidf.html | 67 +- userguide/ft_engineering/vectorization.html | 2175 ++++++++++++++++ userguide/ft_engineering/vectorizer.html | 2159 ---------------- userguide/geospatial/latlon.html | 61 +- userguide/getting_started/index.html | 61 +- userguide/getting_started/input-format.html | 61 +- userguide/getting_started/installation.html | 61 +- .../getting_started/permanent-functions.html | 61 +- userguide/index.html | 61 +- userguide/misc/generic_funcs.html | 61 +- userguide/misc/tokenizer.html | 61 +- userguide/misc/topk.html | 61 +- userguide/multiclass/iris.html | 61 +- userguide/multiclass/iris_dataset.html | 61 +- userguide/multiclass/iris_randomforest.html | 61 +- userguide/multiclass/iris_scw.html | 61 +- userguide/multiclass/news20.html | 61 +- userguide/multiclass/news20_dataset.html | 61 +- userguide/multiclass/news20_ensemble.html | 61 +- .../multiclass/news20_one-vs-the-rest.html | 61 +- .../news20_one-vs-the-rest_dataset.html | 61 +- userguide/multiclass/news20_pa.html | 61 +- userguide/multiclass/news20_scw.html | 61 +- userguide/recommend/cf.html | 61 +- userguide/recommend/item_based_cf.html | 61 +- userguide/recommend/movielens.html | 61 +- userguide/recommend/movielens_cv.html | 61 +- userguide/recommend/movielens_dataset.html | 61 +- userguide/recommend/movielens_fm.html | 61 +- userguide/recommend/movielens_mf.html | 61 +- userguide/recommend/news20.html | 61 +- userguide/recommend/news20_bbit_minhash.html | 61 +- userguide/recommend/news20_jaccard.html | 61 +- userguide/recommend/news20_knn.html | 61 +- userguide/regression/e2006.html | 61 +- userguide/regression/e2006_arow.html | 61 +- userguide/regression/e2006_dataset.html | 61 +- userguide/regression/kddcup12tr2.html | 61 +- userguide/regression/kddcup12tr2_adagrad.html | 61 +- userguide/regression/kddcup12tr2_dataset.html | 61 +- userguide/regression/kddcup12tr2_lr.html | 61 +- .../regression/kddcup12tr2_lr_amplify.html | 61 +- userguide/search_index.json | 2 +- userguide/sitemap.xml | 5 +- userguide/spark/binaryclass/a9a_df.html | 61 +- userguide/spark/binaryclass/index.html | 61 +- userguide/spark/getting_started/index.html | 61 +- .../spark/getting_started/installation.html | 61 +- userguide/spark/misc/functions.html | 61 +- userguide/spark/misc/misc.html | 61 +- userguide/spark/misc/topk_join.html | 61 +- userguide/spark/regression/e2006_df.html | 61 +- userguide/tips/addbias.html | 61 +- userguide/tips/emr.html | 61 +- userguide/tips/ensemble_learning.html | 61 +- userguide/tips/general_tips.html | 61 +- userguide/tips/hadoop_tuning.html | 61 +- userguide/tips/index.html | 61 +- userguide/tips/mixserver.html | 61 +- userguide/tips/rand_amplify.html | 61 +- userguide/tips/rowid.html | 61 +- userguide/tips/rt_prediction.html | 61 +- userguide/troubleshooting/asterisk.html | 61 +- userguide/troubleshooting/index.html | 61 +- .../troubleshooting/mapjoin_classcastex.html | 61 +- .../troubleshooting/mapjoin_task_error.html | 61 +- userguide/troubleshooting/num_mappers.html | 61 +- userguide/troubleshooting/oom.html | 61 +- 105 files changed, 10648 insertions(+), 6757 deletions(-) ---------------------------------------------------------------------- http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/15b9991a/userguide/anomaly/changefinder.html ---------------------------------------------------------------------- diff --git a/userguide/anomaly/changefinder.html b/userguide/anomaly/changefinder.html index 93449fe..df18423 100644 --- a/userguide/anomaly/changefinder.html +++ b/userguide/anomaly/changefinder.html @@ -568,14 +568,14 @@ </li> - <li class="chapter " data-level="3.3" data-path="../ft_engineering/tfidf.html"> + <li class="chapter " data-level="3.3" data-path="../ft_engineering/selection.html"> - <a href="../ft_engineering/tfidf.html"> + <a href="../ft_engineering/selection.html"> <b>3.3.</b> - TF-IDF calculation + Feature Selection </a> @@ -583,30 +583,29 @@ </li> - <li class="chapter " data-level="3.4" data-path="../ft_engineering/ft_trans.html"> + <li class="chapter " data-level="3.4" data-path="../ft_engineering/binning.html"> - <a href="../ft_engineering/ft_trans.html"> + <a href="../ft_engineering/binning.html"> <b>3.4.</b> - FEATURE TRANSFORMATION + Feature Binning </a> - <ul class="articles"> - + </li> - <li class="chapter " data-level="3.4.1" data-path="../ft_engineering/vectorizer.html"> + <li class="chapter " data-level="3.5" data-path="../ft_engineering/tfidf.html"> - <a href="../ft_engineering/vectorizer.html"> + <a href="../ft_engineering/tfidf.html"> - <b>3.4.1.</b> + <b>3.5.</b> - Vectorize Features + TF-IDF Calculation </a> @@ -614,34 +613,45 @@ </li> - <li class="chapter " data-level="3.4.2" data-path="../ft_engineering/quantify.html"> + <li class="chapter " data-level="3.6" data-path="../ft_engineering/ft_trans.html"> - <a href="../ft_engineering/quantify.html"> + <a href="../ft_engineering/ft_trans.html"> - <b>3.4.2.</b> + <b>3.6.</b> - Quantify non-number features + FEATURE TRANSFORMATION </a> - </li> + <ul class="articles"> + + <li class="chapter " data-level="3.6.1" data-path="../ft_engineering/vectorization.html"> + + <a href="../ft_engineering/vectorization.html"> + + + <b>3.6.1.</b> + + Feature Vectorization + + </a> + - </ul> </li> - <li class="chapter " data-level="3.5" data-path="../ft_engineering/feature_selection.html"> + <li class="chapter " data-level="3.6.2" data-path="../ft_engineering/quantify.html"> - <a href="../ft_engineering/feature_selection.html"> + <a href="../ft_engineering/quantify.html"> - <b>3.5.</b> + <b>3.6.2.</b> - Feature selection + Quantify non-number features </a> @@ -650,6 +660,11 @@ </li> + </ul> + + </li> + + <li class="header">Part IV - Evaluation</li> @@ -2238,7 +2253,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda <script> var gitbook = gitbook || []; gitbook.push(function() { - gitbook.page.hasChanged({"page":{"title":"ChangeFinder: Detecting Outlier and Change-Point Simultaneously","level":"9.3","depth":1,"next":{"title":"Latent Dirichlet Allocation","level":"10.1","depth":1,"path":"clustering/lda.md","ref":"clustering/lda.md","articles":[]},"previous":{"title":"Change-Point Detection using Singular Spectrum Transformation 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---------------------------------------------------------------------- diff --git a/userguide/anomaly/lof.html b/userguide/anomaly/lof.html index 4e64061..e20adce 100644 --- a/userguide/anomaly/lof.html +++ b/userguide/anomaly/lof.html @@ -568,14 +568,14 @@ </li> - <li class="chapter " data-level="3.3" data-path="../ft_engineering/tfidf.html"> + <li class="chapter " data-level="3.3" data-path="../ft_engineering/selection.html"> - <a href="../ft_engineering/tfidf.html"> + <a href="../ft_engineering/selection.html"> <b>3.3.</b> - TF-IDF calculation + Feature Selection </a> @@ -583,30 +583,29 @@ </li> - <li class="chapter " data-level="3.4" data-path="../ft_engineering/ft_trans.html"> + <li class="chapter " data-level="3.4" data-path="../ft_engineering/binning.html"> - <a href="../ft_engineering/ft_trans.html"> + <a href="../ft_engineering/binning.html"> <b>3.4.</b> - FEATURE TRANSFORMATION + Feature Binning </a> - <ul class="articles"> - + </li> - <li class="chapter " data-level="3.4.1" 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+ FEATURE TRANSFORMATION </a> - </li> + <ul class="articles"> + + <li class="chapter " data-level="3.6.1" data-path="../ft_engineering/vectorization.html"> + + <a href="../ft_engineering/vectorization.html"> + + + <b>3.6.1.</b> + + Feature Vectorization + + </a> + - </ul> </li> - <li class="chapter " data-level="3.5" data-path="../ft_engineering/feature_selection.html"> + <li class="chapter " data-level="3.6.2" data-path="../ft_engineering/quantify.html"> - <a href="../ft_engineering/feature_selection.html"> + <a href="../ft_engineering/quantify.html"> - <b>3.5.</b> + <b>3.6.2.</b> - Feature selection + Quantify non-number features </a> @@ -650,6 +660,11 @@ </li> + </ul> + + </li> + + <li class="header">Part IV - Evaluation</li> @@ -2118,7 +2133,7 @@ Apache Hivemall is an effort undergoing incubation at The Apache Software Founda <script> var gitbook = gitbook || []; gitbook.push(function() { - gitbook.page.hasChanged({"page":{"title":"Logistic 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links":{"sidebar":{"<i class=\"fa fa-home\"></i> Home":"http://hivemall.incubator.apache.org/"}},"gitbook":"3.x.x","description":"User Manual for Apache Hivemall"},"file":{"path":"binaryclass/a9a_minibatch.md","mtime":"2016-12-02T08:02:42.000Z","type":"markdown"},"gitbook":{"version":"3.2.2","time":"2017-05-08T08:42:42.226Z"},"basePath":"..","book":{"language":""}}); }); </script> </div> http://git-wip-us.apache.org/repos/asf/incubator-hivemall-site/blob/15b9991a/userguide/binaryclass/kdd2010a.html ---------------------------------------------------------------------- diff --git a/userguide/binaryclass/kdd2010a.html b/userguide/binaryclass/kdd2010a.html index 33aa918..eed6a98 100644 --- a/userguide/binaryclass/kdd2010a.html +++ b/userguide/binaryclass/kdd2010a.html @@ -568,14 +568,14 @@ </li> - <li class="chapter " data-level="3.3" data-path="../ft_engineering/tfidf.html"> + <li class="chapter " data-level="3.3" data-path="../ft_engineering/selection.html"> - <a href="../ft_engineering/tfidf.html"> + <a href="../ft_engineering/selection.html"> <b>3.3.</b> - TF-IDF calculation + Feature Selection </a> @@ -583,30 +583,29 @@ </li> - <li class="chapter " data-level="3.4" data-path="../ft_engineering/ft_trans.html"> + <li class="chapter " data-level="3.4" data-path="../ft_engineering/binning.html"> - <a href="../ft_engineering/ft_trans.html"> + <a href="../ft_engineering/binning.html"> <b>3.4.</b> - FEATURE TRANSFORMATION + Feature Binning </a> - <ul class="articles"> - + </li> - <li class="chapter " data-level="3.4.1" data-path="../ft_engineering/vectorizer.html"> + <li class="chapter " data-level="3.5" data-path="../ft_engineering/tfidf.html"> - <a href="../ft_engineering/vectorizer.html"> + <a href="../ft_engineering/tfidf.html"> - <b>3.4.1.</b> + <b>3.5.</b> - Vectorize Features + TF-IDF Calculation </a> @@ -614,34 +613,45 @@ </li> - <li class="chapter " data-level="3.4.2" data-path="../ft_engineering/quantify.html"> + <li class="chapter " data-level="3.6" data-path="../ft_engineering/ft_trans.html"> - <a href="../ft_engineering/quantify.html"> + <a href="../ft_engineering/ft_trans.html"> - <b>3.4.2.</b> + <b>3.6.</b> - Quantify non-number features + FEATURE TRANSFORMATION </a> - </li> + <ul class="articles"> + + <li class="chapter " data-level="3.6.1" data-path="../ft_engineering/vectorization.html"> + + <a href="../ft_engineering/vectorization.html"> + + + <b>3.6.1.</b> + + Feature Vectorization + + </a> + - </ul> </li> - <li class="chapter " data-level="3.5" data-path="../ft_engineering/feature_selection.html"> + <li class="chapter " data-level="3.6.2" data-path="../ft_engineering/quantify.html"> - <a href="../ft_engineering/feature_selection.html"> + <a href="../ft_engineering/quantify.html"> - <b>3.5.</b> + <b>3.6.2.</b> - Feature selection + Quantify non-number features </a> @@ -650,6 +660,11 @@ </li> + </ul> + + </li> + + <li class="header">Part IV - Evaluation</li> @@ -2047,7 +2062,7 @@ Apache Hivemall is an 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