EpistasisLab · trangdata · Feb 20, 2025 · Feb 20, 2025 · Feb 20, 2025 · Feb 20, 2025
diff --git a/.lfs-assets-id b/.lfs-assets-id
@@ -1,4 +1,5 @@
 00e254e3cc6879b3c08cfc5a96ad882a6b1b0a232afcff4934bc1555e05f7168
+00f02e01fabb70c689cecb53dcbda63288279456e9fed68e637d190a9bb917db
 017e1ff56435818b639cc788ee35df6cee7ac2aea19cc62dcb10a3a0c60b6340
 01fa62d89cd626cebaed7a6975a9488848c1764e4a6ef4798597894c93a1379c
 030e8ed8bc25b858a391eb1f9eb275c144de9bbe08ce0e5150c068903d8f8246
@@ -41,9 +42,12 @@
 1d64387aa4bea78bd412ea3892bf17f48b32856074dfe3b5105f0bbc1b15603f
 1ee8cf9693351db7afe68f6fc32942845caae3e1030c688efa6c5d0b24229f46
 1f5cf829d2e58032e5d9067f1e7bf3fe7644cd5fe2825c81ef7fbaa445f496a7
+1f69f25b0168c39018c214ae39f2bb8fe6da97e1df389c2cb88cf9bde2f08ace
 21d506c397dfeb3edbbbc253b923f59be6edb516689677ebef535296c6c62242
+22053c4cdaaaf6169d90e4ee03f8b994cb682281ab6787bf14c617301db5663b
 22baa768886091d61e13e894610dfea3435dfd201f8300fbebe46cd6cf814c0b
 22c0fae7298efcb4566c4d4cc19a53c505476cccf6518328303e2b7334110781
+244c05ca33384bcdd519ff88fad036ae7140a5438b76a8248401cdc065582ac7
 24776e0eb2ca28529d8913612c14fdb6eb822bd991628272034b3c3176b42c5b
 24829ec04c7bcf2a3681c929b9b0b9315d44f6557c6814c4bc398fc21617faf0
 2588044f47a5fd80b2bacc4ae4c19cd32565dd9b53d3e00deae385016e2ed4f9
@@ -57,6 +61,7 @@
 2bdda1022a866fd7fa6307e667173c821c206ae007308fb54cf580d668e01e6c
 2c4393bc88f742dc9cd253c7167d882164671df75195a19d9d79af23f1c1e351
 2cc1e040bdc20737674a00039cd80e16758c511e697e524ed17e4335ec93e9a6
+2ced489a1f314abe77f99f022eb34ad496e47e83e90a1d10947ea633aee367ac
 2d0ec33c9c9e8cdc9560d3b890f5bdb16a96dd22620ae80902393715e114e18d
 2d1386a66ab4548b5bdfc95581a77d5fd21852094da5ad2a7844b04e47e1e612
 2e1c31a2c560f3539be5bda1084939765c80ddd814bd6919fd8a3465f9b8aee6
@@ -121,6 +126,8 @@
 4f7c486b471f2a5dcd94c97f52089b487c3f4aa1bbee14c3ac19472e4144b2eb
 4f8aaeefb1885b1f0ff918e75a0bc63fc2f900fbb44a0bd24e15387a69f008d3
 500e238667025845f2d31d0d1d814ba5dca5b34f02aa3a703c3fffbd1c67d91a
+5079ad94ed5d03057e754b97692f1675603d515ebd663fcf34b87c45103e449c
+508c08fa0f4bc7554436252e43e720240c46e6a466bd43ac46db44167c9fa476
 519d15a29a75c6449b8492b38f7f626865da61a392c1b69a1aa51ce2cf5a802a
 52570e7b3d0066899283c3ef1fbb4241f64ad3d0a1bd6c9cc179ebe2262c8e86
 52ac257854fadc38544098fc62402fee94e38a4688bf1c44fe34ee6cffd4784e
@@ -159,6 +166,7 @@
 63528b5c9828d4d26240ac2ed20cdae7ff8e51fb742e622aa55fedae094ef9b4
 6374215d9c908c17b39585aec40a23dbd06c403379d86fba4fae6bdb50fbbd50
 638db3e132b98e5bdaf919592ab3cc9d5c2fc11a4360dfd2a59cebdd51225551
+63b8bf529647b3ffaa062a0f8ee7d9cb05e7c8c5423d11c1f3e907a39224a39b
 6402396156d04f7269074f4e58fa40ad1147f9298179bf388962d6ef9f916824
 642076c10a6fdecb53994f6dde89cf74b445e23445035378e914c36b95cdc4f0
 64378cabaecdb50e2e1e644c1d6bc359f0627ebe313870ad09e1e41ed972529b
@@ -184,6 +192,7 @@
 6f78849094e49f3f4d9b84a7bb76c50e1c86cecd9f558a12f7698b31efbdfd79
 6fe281722cd1cf4da63248e09b84f5c11ddf73f13ef29e03e955cae8036548e3
 705c335a0d7edb3edf247ea313f2ae334086ce3e6bf4e1b64a8b306befd1c816
+713cf4ebab2cc2c3ebbc31fa42159f16df41a345eb8588e11b680dafc46b3103
 7164f21d0c4a5bd5fdfcab5918cd1e070314750bdfab0b9a32c2c7f1b3df5e87
 719efc2cb0f94f49721de58ec6c9dc58bdbb16b241d00c61eafe47f737fcbfc2
 71e8fb79b34ffbae9dacba02367d940f8d2397ff9a7687c2fc70cd1b16209b08
@@ -249,6 +258,7 @@
 9266fa48c776ff241b665769a932ecf184defed1ccbb47b87a0930c78dedc7ab
 937b0a23076f948343b8b7ac005bc70ea7080c391218fb4896462699b8cb59c4
 93a4486c3ad84002ae5506dee5827e2da3c03660b5fa28efab2975af81f8e303
+93e819f4b2d26df1cd5eb9805bd2fe15767941c6c8d66c58eba86d9249cb8ce1
 94abf897fcd6d93b0f78ea309b10ef5b83a8b95e46aa29974a43dbefb3741c0c
 955f006886606699ceab5fb38693e4fe10f74f450a2fd6dfd75af09b8b134d31
 958399e198a323bd5653838154185172ed3ef7b097f7450ccf5c3a9be2639887
@@ -269,13 +279,15 @@
 9a01dfeadf8fbc8679b9be7635900dae664bad008309d2fdf18570cb9b17f75d
 9a3bd7573b3d0379ccf288c6284298a71f9a351d70b996ede69b5a97e883d94d
 9ae5108706e2d98e5fe27f4bcbe1cc73183be680bb94257989b26da6522a729a
+9c18fe91ba5401cab754456a9bfbfe54a6c307b0d4b880259fb4218edef77998
 9c2b046e90d8d62e1446b9d2287de6c751eb74a8715a9e108e89b5b875ce1100
 9def90abb62c1b9872ae2dbed3e425850ae44f98d3664e8b29e2444548e9fec9
 9e1ec477e8af8356c3b731f8815f19b57bb404bd7c1629a2020bc9d90b0c028a
 9e69e5aa34b36b4f528c42711c7fbaf88abcda9f0b7ba4181e4f57525b6d1527
 a15ad0797f0d445cafcf5afb14f26df0aee2417181a2081ad26b1c10e0aaf79c
 a2b0fbfc6f24cb86e3c612be4d59f5dc48b4e3e73620b480dd9f54dccf4d90da
 a39fc5f054db506e83a4a4ec47eba1f7f9bf9bfdc983174e699312f32f42f1f5
+a3a7bf32a44deebb795cf6faf6fc88936d24fc94157468f352c8972906318984
 a4e3dfadeb34bba861ef56046d2fc99c4d50d8475882d610a0b652d39c510f6b
 a551e2941365201552a3a819f035c64f297467464f7c7c349d00711316ce3c57
 a55638ba902c8afb52d5b006f2ac438c72dfcdd6325efe7488b125f7a9662989
@@ -300,6 +312,7 @@ b095f9d384fbac256b5870d3ca01d687e776a81457351a8a6fa56e7f1d09c4b0
 b0b6b33338e507bbc056f4d746e705b3bc8f5bb4cc4449187d69997797f91a1d
 b0ba1f16f688d6af7323b4747c6fbfa88aa07cb3e4497d97cee120b9fed85415
 b258b43c18558bfcd7f68e77c68125c1ccb6b3f17556273a1abdaab712f92e21
+b3845ddf3afff808cd6449daa546caf4d8b18f109b7ebb2344990e4c37fea291
 b3e7072ef46bb1cdf57d4d9189fbffd3980fa968296a6c58f66e0a11f552d8de
 b41780978c344f29cc340883e41610b4f2364845625d1d1e6f6c4e4510214b60
 b51ab4333dc1c5a1893ef09c7cad75b97c0873648cfef1902e5b5d67c5774330
@@ -344,6 +357,7 @@ cd86c9748b1740e51e852419ea4da91d9a1488cdc8d890cffba3d409e3147594
 cd9fc8d6cdc07793f16b8455caef2522528727a40e0ecc1d4f83cf506769b1be
 ce4982cba30bd5aaa352e51d55e1cf56c56ae6d573d644f36257de1177717228
 ced18f246d507c049241f107d4e07e77a1d0afa4ae2154e099b9a3c286cb7141
+cf266818a2ab4d185db9c21d28019871604dee7b8755ff27b7c6ebc41c908004
 cf43c33f24c1defbdfa241ffcc4e573bf548208ebb1bf05b54256d191c5dba46
 d00d1522a06b5b67a0aea355c268ffe575e4a28651fa4fbf0e204705be3ce47b
 d00fd6bac2eda0821a04ff10277663d211127745a19a474c0feee41a16914fdc
@@ -388,6 +402,7 @@ ebd2c0505b95df7c3fbcd132fe97d35cf85dc6be9b939f26cb0962f8134a5198
 ec7968db175dda2a12e69f7d5688658210ed9c8bf484391c653d28b4b3c068e7
 eca2922ecc84ba0643f1ca828b866503d16f128e9ca8155d645bdab293f6d69f
 ecbabaa5a989a8c11f5a57e874c135f386da5379d6689ae6d5d4264a652fa5e0
+ed91959038654fe3a02da9d51ab0d8f5187003b899c767a2de436f6b0808425e
 edf46fde5a137ffc264b86333ff655d7699de3d69a8bd401fc72d50a78d238c8
 efe8cec1c28bdc92461bb828d2d0a1336c6d34526c6e9133ab23baa644ebaa0a
 f044290716bfa54d669c70b73a5380833bc00fb0a4764659847e2fa52481199d
@@ -404,11 +419,14 @@ f6a4579c6f7dcee7a0277e9e53b7df965191a3f80a30521a750dc9223d93f561
 f7d87339bd5bdb369062a4f658e4d9f6ee015ad7fa7b84c45a00412f10cb2199
 f872451188e95b8ed0c32e2f250c8ed80205e66f828b8aca8bc34ee17b0a929a
 f8ffe4f9920dc63fb85b864cc1afffb66e45c6e302d175905fd7db04ba67b8c6
+f901a05ccbd6bd1701b83ea8baa1c454be72cb8c41b00e2cec1bb09d6154e691
 faa818f5b917024c1740d80d450c92bb982b4f16aa02e8727250c96422a4093e
 fadc9184004a8e2daf3abec9426a9224241cdece35be388870fd17b3a9ba54a4
 fb73571feabc1f0c10dc749acb28bf2d0efceeedca2115eafd79ad5b82cdcba0
 fb8bc76eafa39558b6044907f23416faf99099cefb8afd06a2cf5afbdae1b506
+fbee2fea90f1e1ce3251869a84b87723e37ab6a512c515a4fb6b9f9d72e5ee0c
 fc2232345c7145c1181090555d7a76918dde6464239a04cc7b36b98674212245
+fc3565edb4c6e03a7758fbe3c25e5805098a6642811c6f67f060b093f9fcc6a4
 fc59b38546bd80f92ac7e6b06f418808ee62097d5452c62aff607f792ffd529a
 fc5d76439885e717a9f0c4e445cdb9de9b566416200b131e63ba99a9f0fcb3cd
 fde2fbc5d0ebf03b1375d4a2d05ae4ae877e2ef72989b9aecde9b963fa004025

diff --git a/datasets/_deprecated_195_auto_price/README.md b/datasets/_deprecated_195_auto_price/README.md
@@ -1,6 +1,6 @@
-# 195_auto_price
+# _deprecated_195_auto_price
 
-[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/195_auto_price.html)
+[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/_deprecated_195_auto_price.html)
 
 [Metadata](metadata.yaml) | [Summary Statistics](summary_stats.tsv)
 
diff --git a/...ated_195_auto_price/195_auto_price.tsv.gz → ...o_price/_deprecated_195_auto_price.tsv.gz b/...ated_195_auto_price/195_auto_price.tsv.gz → ...o_price/_deprecated_195_auto_price.tsv.gz
diff --git a/datasets/_deprecated_195_auto_price/metadata.yaml b/datasets/_deprecated_195_auto_price/metadata.yaml
@@ -1,5 +1,5 @@
 # Reviewed by [your name here]
-dataset: 195_auto_price
+dataset: _deprecated_195_auto_price
 description: None yet. See our contributing guide to help us add one.
 source: None yet. See our contributing guide to help us add one.
 publication: None yet. See our contributing guide to help us add one.
@@ -87,4 +87,3 @@ features:
     description:
     code:
     transform:
-deprecated: true
diff --git a/datasets/_deprecated_195_auto_price/summary_stats.tsv b/datasets/_deprecated_195_auto_price/summary_stats.tsv
@@ -1,2 +1,2 @@
 dataset	n_instances	n_features	n_binary_features	n_categorical_features	n_continuous_features	endpoint_type	n_classes	imbalance	task
-195_auto_price	159	15	0	1	14	continuous	145.0	0.0005037819354895438	regression
+_deprecated_195_auto_price	159	15	0	1	14	continuous	145.0	0.0005037819354895438	regression
diff --git a/datasets/_deprecated_207_autoPrice/README.md b/datasets/_deprecated_207_autoPrice/README.md
@@ -1,6 +1,6 @@
-# 207_autoPrice
+# _deprecated_207_autoPrice
 
-[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/207_autoPrice.html)
+[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/_deprecated_207_autoPrice.html)
 
 [Metadata](metadata.yaml) | [Summary Statistics](summary_stats.tsv)
 
diff --git a/...ecated_207_autoPrice/207_autoPrice.tsv.gz → ...utoPrice/_deprecated_207_autoPrice.tsv.gz b/...ecated_207_autoPrice/207_autoPrice.tsv.gz → ...utoPrice/_deprecated_207_autoPrice.tsv.gz
diff --git a/datasets/_deprecated_207_autoPrice/metadata.yaml b/datasets/_deprecated_207_autoPrice/metadata.yaml
@@ -1,5 +1,5 @@
 # Reviewed by [your name here]
-dataset: 207_autoPrice
+dataset: _deprecated_207_autoPrice
 description: None yet. See our contributing guide to help us add one.
 source: None yet. See our contributing guide to help us add one.
 publication: None yet. See our contributing guide to help us add one.
@@ -87,4 +87,3 @@ features:
     description:
     code:
     transform:
-deprecated: true
diff --git a/datasets/_deprecated_207_autoPrice/summary_stats.tsv b/datasets/_deprecated_207_autoPrice/summary_stats.tsv
@@ -1,2 +1,2 @@
 dataset	n_instances	n_features	n_binary_features	n_categorical_features	n_continuous_features	endpoint_type	n_classes	imbalance	task
-207_autoPrice	159	15	0	1	14	continuous	145.0	0.0005037819354895438	regression
+_deprecated_207_autoPrice	159	15	0	1	14	continuous	145.0	0.0005037819354895438	regression
diff --git a/datasets/_deprecated_australian/README.md b/datasets/_deprecated_australian/README.md
@@ -1,6 +1,6 @@
-# australian
+# _deprecated_australian
 
-[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/australian.html)
+[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/_deprecated_australian.html)
 
 [Metadata](metadata.yaml) | [Summary Statistics](summary_stats.tsv)
 
diff --git a/.../_deprecated_australian/australian.tsv.gz → ..._australian/_deprecated_australian.tsv.gz b/.../_deprecated_australian/australian.tsv.gz → ..._australian/_deprecated_australian.tsv.gz
diff --git a/datasets/_deprecated_australian/metadata.yaml b/datasets/_deprecated_australian/metadata.yaml
@@ -1,5 +1,5 @@
 # Reviewed by [your name here]
-dataset: australian
+dataset: _deprecated_australian
 description: None yet. See our contributing guide to help us add one.
 source: None yet. See our contributing guide to help us add one.
 publication: None yet. See our contributing guide to help us add one.
@@ -82,4 +82,3 @@ features:
     description:
     code:
     transform:
-deprecated: true
diff --git a/datasets/_deprecated_australian/summary_stats.tsv b/datasets/_deprecated_australian/summary_stats.tsv
@@ -1,2 +1,2 @@
 dataset	n_instances	n_features	n_binary_features	n_categorical_features	n_continuous_features	endpoint_type	n_classes	imbalance	task
-australian	690	14	4	3	7	categorical	2.0	0.012131905061961762	classification
+_deprecated_australian	690	14	4	3	7	categorical	2.0	0.012131905061961762	classification
diff --git a/datasets/_deprecated_auto/README.md b/datasets/_deprecated_auto/README.md
@@ -1,6 +1,6 @@
-# auto
+# _deprecated_auto
 
-[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/auto.html)
+[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/_deprecated_auto.html)
 
 [Metadata](metadata.yaml) | [Summary Statistics](summary_stats.tsv)
 
diff --git a/datasets/_deprecated_auto/auto.tsv.gz → .../_deprecated_auto/_deprecated_auto.tsv.gz b/datasets/_deprecated_auto/auto.tsv.gz → .../_deprecated_auto/_deprecated_auto.tsv.gz
diff --git a/datasets/_deprecated_auto/metadata.yaml b/datasets/_deprecated_auto/metadata.yaml
@@ -1,5 +1,5 @@
 # Reviewed by [your name here]
-dataset: auto
+dataset: _deprecated_auto
 description: None yet. See our contributing guide to help us add one.
 source: None yet. See our contributing guide to help us add one.
 publication: None yet. See our contributing guide to help us add one.
@@ -137,4 +137,3 @@ features:
     description:
     code:
     transform:
-deprecated: true
diff --git a/datasets/_deprecated_auto/summary_stats.tsv b/datasets/_deprecated_auto/summary_stats.tsv
@@ -1,2 +1,2 @@
 dataset	n_instances	n_features	n_binary_features	n_categorical_features	n_continuous_features	endpoint_type	n_classes	imbalance	task
-auto	202	25	3	6	16	categorical	5.0	0.045375453386922844	classification
+_deprecated_auto	202	25	3	6	16	categorical	5.0	0.045375453386922844	classification
diff --git a/datasets/_deprecated_breast/README.md b/datasets/_deprecated_breast/README.md
@@ -1,6 +1,6 @@
-# breast
+# _deprecated_breast
 
-[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/breast.html)
+[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/_deprecated_breast.html)
 
 [Metadata](metadata.yaml) | [Summary Statistics](summary_stats.tsv)
 
diff --git a/datasets/_deprecated_breast/breast.tsv.gz → ...precated_breast/_deprecated_breast.tsv.gz b/datasets/_deprecated_breast/breast.tsv.gz → ...precated_breast/_deprecated_breast.tsv.gz
diff --git a/datasets/_deprecated_breast/metadata.yaml b/datasets/_deprecated_breast/metadata.yaml
@@ -1,5 +1,5 @@
 # Reviewed by [your name here]
-dataset: breast
+dataset: _deprecated_breast
 description: None yet. See our contributing guide to help us add one.
 source: None yet. See our contributing guide to help us add one.
 publication: None yet. See our contributing guide to help us add one.
@@ -62,4 +62,3 @@ features:
     description:
     code:
     transform:
-deprecated: true
diff --git a/datasets/_deprecated_breast/summary_stats.tsv b/datasets/_deprecated_breast/summary_stats.tsv
@@ -1,2 +1,2 @@
 dataset	n_instances	n_features	n_binary_features	n_categorical_features	n_continuous_features	endpoint_type	n_classes	imbalance	task
-breast	699	10	0	8	2	categorical	2.0	0.09637516091862275	classification
+_deprecated_breast	699	10	0	8	2	categorical	2.0	0.09637516091862275	classification
diff --git a/datasets/_deprecated_breast_cancer_wisconsin/README.md b/datasets/_deprecated_breast_cancer_wisconsin/README.md
@@ -1,6 +1,6 @@
-# breast_cancer_wisconsin
+# _deprecated_breast_cancer_wisconsin
 
-[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/breast_cancer_wisconsin.html)
+[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/_deprecated_breast_cancer_wisconsin.html)
 
 [Metadata](metadata.yaml) | [Summary Statistics](summary_stats.tsv)
 
diff --git a/..._wisconsin/breast_cancer_wisconsin.tsv.gz → ...deprecated_breast_cancer_wisconsin.tsv.gz b/..._wisconsin/breast_cancer_wisconsin.tsv.gz → ...deprecated_breast_cancer_wisconsin.tsv.gz
diff --git a/datasets/_deprecated_breast_cancer_wisconsin/metadata.yaml b/datasets/_deprecated_breast_cancer_wisconsin/metadata.yaml
@@ -1,5 +1,5 @@
 # Reviewed by [your name here]
-dataset: breast_cancer_wisconsin
+dataset: _deprecated_breast_cancer_wisconsin
 description: None yet. See our contributing guide to help us add one.
 source: None yet. See our contributing guide to help us add one.
 publication: None yet. See our contributing guide to help us add one.
@@ -162,4 +162,3 @@ features:
     description:
     code:
     transform:
-deprecated: true
diff --git a/datasets/_deprecated_breast_cancer_wisconsin/summary_stats.tsv b/datasets/_deprecated_breast_cancer_wisconsin/summary_stats.tsv
@@ -1,2 +1,2 @@
 dataset	n_instances	n_features	n_binary_features	n_categorical_features	n_continuous_features	endpoint_type	n_classes	imbalance	task
-breast_cancer_wisconsin	569	30	0	0	30	categorical	2.0	0.06493987849061501	classification
+_deprecated_breast_cancer_wisconsin	569	30	0	0	30	categorical	2.0	0.06493987849061501	classification
diff --git a/datasets/_deprecated_breast_w/README.md b/datasets/_deprecated_breast_w/README.md
@@ -1,6 +1,6 @@
-# breast_w
+# _deprecated_breast_w
 
-[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/breast_w.html)
+[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/_deprecated_breast_w.html)
 
 [Metadata](metadata.yaml) | [Summary Statistics](summary_stats.tsv)
 
diff --git a/...sets/_deprecated_breast_w/breast_w.tsv.gz → ...ated_breast_w/_deprecated_breast_w.tsv.gz b/...sets/_deprecated_breast_w/breast_w.tsv.gz → ...ated_breast_w/_deprecated_breast_w.tsv.gz
diff --git a/datasets/_deprecated_breast_w/metadata.yaml b/datasets/_deprecated_breast_w/metadata.yaml
@@ -1,5 +1,5 @@
 # Reviewed by [your name here]
-dataset: breast_w
+dataset: _deprecated_breast_w
 description: None yet. See our contributing guide to help us add one.
 source: None yet. See our contributing guide to help us add one.
 publication: None yet. See our contributing guide to help us add one.
@@ -57,4 +57,3 @@ features:
     description:
     code:
     transform:
-deprecated: true
diff --git a/datasets/_deprecated_breast_w/summary_stats.tsv b/datasets/_deprecated_breast_w/summary_stats.tsv
@@ -1,2 +1,2 @@
 dataset	n_instances	n_features	n_binary_features	n_categorical_features	n_continuous_features	endpoint_type	n_classes	imbalance	task
-breast_w	699	9	0	8	1	categorical	2.0	0.09637516091862275	classification
+_deprecated_breast_w	699	9	0	8	1	categorical	2.0	0.09637516091862275	classification
diff --git a/datasets/_deprecated_buggyCrx/README.md b/datasets/_deprecated_buggyCrx/README.md
@@ -1,6 +1,6 @@
-# buggyCrx
+# _deprecated_buggyCrx
 
-[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/buggyCrx.html)
+[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/_deprecated_buggyCrx.html)
 
 [Metadata](metadata.yaml) | [Summary Statistics](summary_stats.tsv)
 
diff --git a/...sets/_deprecated_buggyCrx/buggyCrx.tsv.gz → ...ated_buggyCrx/_deprecated_buggyCrx.tsv.gz b/...sets/_deprecated_buggyCrx/buggyCrx.tsv.gz → ...ated_buggyCrx/_deprecated_buggyCrx.tsv.gz
diff --git a/datasets/_deprecated_buggyCrx/metadata.yaml b/datasets/_deprecated_buggyCrx/metadata.yaml
@@ -1,5 +1,5 @@
 # Reviewed by [your name here]
-dataset: buggyCrx
+dataset: _deprecated_buggyCrx
 description: None yet. See our contributing guide to help us add one.
 source: None yet. See our contributing guide to help us add one.
 publication: None yet. See our contributing guide to help us add one.
@@ -87,4 +87,3 @@ features:
     description:
     code:
     transform:
-deprecated: true
diff --git a/datasets/_deprecated_buggyCrx/summary_stats.tsv b/datasets/_deprecated_buggyCrx/summary_stats.tsv
@@ -1,2 +1,2 @@
 dataset	n_instances	n_features	n_binary_features	n_categorical_features	n_continuous_features	endpoint_type	n_classes	imbalance	task
-buggyCrx	690	15	3	5	7	categorical	2.0	0.012131905061961762	classification
+_deprecated_buggyCrx	690	15	3	5	7	categorical	2.0	0.012131905061961762	classification
diff --git a/datasets/_deprecated_car/README.md b/datasets/_deprecated_car/README.md
@@ -1,6 +1,6 @@
-# car
+# _deprecated_car
 
-[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/car.html)
+[**Pandas Profiling Report**](https://epistasislab.github.io/pmlb/profile/_deprecated_car.html)
 
 [Metadata](metadata.yaml) | [Summary Statistics](summary_stats.tsv)
 
diff --git a/datasets/_deprecated_car/car.tsv.gz → ...ts/_deprecated_car/_deprecated_car.tsv.gz b/datasets/_deprecated_car/car.tsv.gz → ...ts/_deprecated_car/_deprecated_car.tsv.gz
diff --git a/datasets/_deprecated_car/metadata.yaml b/datasets/_deprecated_car/metadata.yaml
@@ -1,5 +1,5 @@
 # Reviewed by Praneel Chakraborty
-dataset: car
+dataset: _deprecated_car
 description: >
   dataset for car evaluation based on six factors;
   factors considered are buying price, maintenance price, # doors, # people carriable, size of boot, and estimated safety
@@ -11,36 +11,40 @@ publication: >
   In 8th Intl Workshop on Expert Systems and their Applications, Avignon, France. 1988.
 task: classification
 keywords:
-  - mobile vehicle
-  - expense
+  -
+  -
 target:
   type: categorical
-  description: accceptability of the car
-  code: 0 = acceptable, 1 = good, 2 = unacceptable, 3 = very good
-features: # list of features in the dataset
+  description: None yet. See our contributing guide to help us add one.
+  code: None yet. See our contributing guide to help us add one.
+features:
   - name: buying
     type: categorical
-    description: buying price of car (vhigh, high, med, low)
-    code: 3 = vhigh, 0 = high, 2 = med, 1 = low
+    description: # optional but recommended, what the feature measures/indicates, unit
+    code: # optional, coding information, e.g., Control = 0, Case = 1
+    transform: # optional, any transformation performed on the feature, e.g., log scaled
   - name: maint
     type: categorical
-    description: price of maintenance
-    code: 3 = vhigh, 0 = high, 2 = med, 1 = low
+    description:
+    code:
+    transform:
   - name: doors
     type: categorical
-    description: number of doors
-    code: 0 = 2 doors, 1 = 3 doors, 2 = 4 doors, 3 = 5+ doors
+    description:
+    code:
+    transform:
   - name: persons
     type: categorical
-    description: capacity (passengers + driver)
-    code: 0 = 2 people, 1 = 4 people, 2 = 5+ people
+    description:
+    code:
+    transform:
   - name: lug_boot
     type: categorical
-    description: size of luggage boot/trunk
-    code: 2 = small, 1 = medium, 0 = big
+    description:
+    code:
+    transform:
   - name: safety
     type: categorical
-    description: estimated safety rating
-    code: 1 = low, 2 = med, 0 = high
- deprecated: true
-
+    description:
+    code:
+    transform: