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.gitattributes

@@ -64,3 +64,17 @@ classification/openml_ctr23/superconductivity/train.jsonl filter=lfs diff=lfs me
 classification/openml_cc18/har/train.jsonl filter=lfs diff=lfs merge=lfs -text
 classification/openml_cc18/isolet/train.jsonl filter=lfs diff=lfs merge=lfs -text
 classification/openml_cc18/madelon/train.jsonl filter=lfs diff=lfs merge=lfs -text
+classification/openml_cc18/har/train.csv filter=lfs diff=lfs merge=lfs -text
+classification/openml_cc18/nomao/train.jsonl filter=lfs diff=lfs merge=lfs -text
+classification/openml_cc18/cnae-9/train.jsonl filter=lfs diff=lfs merge=lfs -text
+retrieval/corpus.jsonl filter=lfs diff=lfs merge=lfs -text
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+classification/grinsztajn/cat_reg/OnlineNewsPopularity/train.jsonl filter=lfs diff=lfs merge=lfs -text
+classification/grinsztajn/cat_clf/covertype/train.jsonl filter=lfs diff=lfs merge=lfs -text
+classification/openml_cc18/isolet/train.csv filter=lfs diff=lfs merge=lfs -text
+classification/grinsztajn/num_clf/Bioresponse/train.jsonl filter=lfs diff=lfs merge=lfs -text
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+classification/grinsztajn/num_reg/superconduct/train.jsonl filter=lfs diff=lfs merge=lfs -text
+classification/grinsztajn/num_reg/year/train.jsonl filter=lfs diff=lfs merge=lfs -text

classification/grinsztajn/cat_clf/albert/metadata.json

@@ -0,0 +1,23 @@
+{
+  "dataset": "albert",
+  "benchmark": "grinsztajn",
+  "sub_benchmark": "cat_clf",
+  "task_type": "clf",
+  "data_type": "cat",
+  "target_column": "class",
+  "label_values": [
+    "0.0",
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+  ],
+  "num_labels": 2,
+  "train_samples": 9000,
+  "test_samples": 1000,
+  "train_label_distribution": {
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+    "1.0": 4581
+  },
+  "test_label_distribution": {
+    "0.0": 491,
+    "1.0": 509
+  }
+}

classification/grinsztajn/cat_clf/albert/test.csv

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classification/grinsztajn/cat_clf/compas-two-years/metadata.json

@@ -0,0 +1,23 @@
+{
+  "dataset": "compas-two-years",
+  "benchmark": "grinsztajn",
+  "sub_benchmark": "cat_clf",
+  "task_type": "clf",
+  "data_type": "cat",
+  "target_column": "twoyearrecid",
+  "label_values": [
+    "0",
+    "1"
+  ],
+  "num_labels": 2,
+  "train_samples": 4468,
+  "test_samples": 498,
+  "train_label_distribution": {
+    "1": 2234,
+    "0": 2234
+  },
+  "test_label_distribution": {
+    "0": 249,
+    "1": 249
+  }
+}

classification/grinsztajn/cat_clf/compas-two-years/test.csv

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classification/grinsztajn/cat_clf/electricity/metadata.json

@@ -0,0 +1,23 @@
+{
+  "dataset": "electricity",
+  "benchmark": "grinsztajn",
+  "sub_benchmark": "cat_clf",
+  "task_type": "clf",
+  "data_type": "cat",
+  "target_column": "class",
+  "label_values": [
+    "DOWN",
+    "UP"
+  ],
+  "num_labels": 2,
+  "train_samples": 8999,
+  "test_samples": 1001,
+  "train_label_distribution": {
+    "UP": 4494,
+    "DOWN": 4505
+  },
+  "test_label_distribution": {
+    "DOWN": 501,
+    "UP": 500
+  }
+}

classification/grinsztajn/cat_clf/electricity/test.csv

@@ -0,0 +1,1002 @@
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classification/grinsztajn/cat_clf/eye_movements/metadata.json

@@ -0,0 +1,23 @@
+{
+  "dataset": "eye_movements",
+  "benchmark": "grinsztajn",
+  "sub_benchmark": "cat_clf",
+  "task_type": "clf",
+  "data_type": "cat",
+  "target_column": "label",
+  "label_values": [
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+  ],
+  "num_labels": 2,
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+  },
+  "test_label_distribution": {
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+    "0.0": 381
+  }
+}

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classification/grinsztajn/cat_clf/road-safety/metadata.json

@@ -0,0 +1,23 @@
+{
+  "dataset": "road-safety",
+  "benchmark": "grinsztajn",
+  "sub_benchmark": "cat_clf",
+  "task_type": "clf",
+  "data_type": "cat",
+  "target_column": "SexofDriver",
+  "label_values": [
+    "0.0",
+    "1.0"
+  ],
+  "num_labels": 2,
+  "train_samples": 9000,
+  "test_samples": 1000,
+  "train_label_distribution": {
+    "0.0": 4563,
+    "1.0": 4437
+  },
+  "test_label_distribution": {
+    "1.0": 493,
+    "0.0": 507
+  }
+}

classification/grinsztajn/cat_reg/Bike_Sharing_Demand/metadata.json

@@ -0,0 +1,29 @@
+{
+  "dataset": "Bike_Sharing_Demand",
+  "benchmark": "grinsztajn",
+  "sub_benchmark": "cat_reg",
+  "task_type": "reg",
+  "data_type": "cat",
+  "target_column": "count",
+  "label_values": [
+    "between 40.0 and 142.0",
+    "greater than 281.0",
+    "less than 40.0",
+    "between 142.0 and 281.0"
+  ],
+  "num_labels": 4,
+  "train_samples": 8998,
+  "test_samples": 1002,
+  "train_label_distribution": {
+    "between 142.0 and 281.0": 2266,
+    "less than 40.0": 2246,
+    "greater than 281.0": 2218,
+    "between 40.0 and 142.0": 2268
+  },
+  "test_label_distribution": {
+    "between 142.0 and 281.0": 252,
+    "between 40.0 and 142.0": 253,
+    "greater than 281.0": 247,
+    "less than 40.0": 250
+  }
+}

classification/grinsztajn/cat_reg/Bike_Sharing_Demand/test.csv

@@ -0,0 +1,1003 @@
+season,year,month,hour,holiday,workingday,weather,temp,feel_temp,humidity,windspeed,count
+0,0,8,15,0,1,0,30.34,32.58,0.4,9,between 142.0 and 281.0
+2,1,6,22,0,1,0,25.42,31.06,0.5,20,between 142.0 and 281.0
+2,1,3,9,0,0,2,16.4,20.45,0.94,17,between 40.0 and 142.0
+0,0,7,17,0,0,0,34.44,36.37,0.3,15,greater than 281.0
+2,0,5,10,0,1,2,22.96,26.52,0.37,6,between 40.0 and 142.0
+3,1,10,20,0,1,2,22.96,26.52,0.68,17,greater than 281.0
+1,1,12,14,0,0,0,12.3,13.63,0.36,31,between 142.0 and 281.0
+1,0,3,23,0,0,2,18.04,21.97,0.77,20,between 40.0 and 142.0
+0,1,8,3,0,1,0,27.06,29.55,0.89,7,less than 40.0
+3,0,11,0,0,1,0,21.32,25.0,0.83,0,less than 40.0
+1,1,3,5,0,0,2,17.22,21.21,0.94,6,less than 40.0
+0,0,9,2,0,0,2,26.24,30.3,0.69,15,between 40.0 and 142.0
+0,0,7,3,1,0,0,26.24,29.55,0.78,0,less than 40.0
+3,1,11,8,0,1,0,9.84,10.61,0.6,19,greater than 281.0
+0,1,7,8,0,1,0,30.34,34.85,0.7,13,greater than 281.0
+2,0,3,13,0,1,2,12.3,14.39,0.24,15,between 40.0 and 142.0
+1,1,12,16,1,0,2,14.76,16.66,0.5,17,between 40.0 and 142.0
+1,1,1,0,0,1,2,12.3,14.39,1.0,19,less than 40.0
+0,1,7,8,0,1,0,32.8,35.6,0.41,11,greater than 281.0
+3,0,10,7,0,0,0,17.22,21.21,0.94,6,between 40.0 and 142.0
+1,0,3,8,0,1,0,9.84,10.61,0.65,19,between 142.0 and 281.0
+1,1,1,23,0,1,0,18.04,21.97,0.38,17,between 40.0 and 142.0
+0,1,8,9,0,1,0,28.7,32.58,0.51,13,greater than 281.0
+3,1,11,2,0,1,0,13.12,15.15,0.53,17,less than 40.0
+3,1,10,18,0,1,2,22.96,26.52,0.49,11,greater than 281.0
+2,1,4,16,0,1,0,23.78,27.27,0.21,17,greater than 281.0
+2,0,5,15,0,0,0,29.52,32.58,0.45,17,greater than 281.0
+1,0,1,10,0,0,0,15.58,19.7,0.76,17,less than 40.0
+2,0,4,15,0,1,0,27.06,31.06,0.69,22,between 142.0 and 281.0
+1,1,12,5,0,0,0,8.2,12.88,0.51,0,less than 40.0
+3,0,12,20,0,1,0,21.32,25.0,0.59,22,between 142.0 and 281.0
+0,0,9,6,0,0,0,23.78,27.27,0.94,11,less than 40.0
+3,1,12,10,0,1,0,18.86,22.73,0.82,13,between 142.0 and 281.0
+2,1,4,19,0,0,3,14.76,15.91,0.87,35,less than 40.0
+1,0,2,7,0,1,3,6.56,11.37,0.93,0,between 40.0 and 142.0
+2,0,4,9,0,0,2,13.94,17.42,0.87,7,between 40.0 and 142.0
+0,1,8,1,0,1,0,27.88,31.82,0.89,13,less than 40.0
+3,0,11,1,0,1,0,12.3,16.66,0.87,0,less than 40.0
+3,0,12,2,0,0,0,7.38,8.33,0.55,17,between 40.0 and 142.0
+1,1,2,21,0,0,3,9.84,12.12,0.93,9,between 40.0 and 142.0
+1,0,3,11,0,0,0,13.94,17.42,0.39,7,between 142.0 and 281.0
+1,1,2,22,0,0,0,16.4,20.45,0.4,30,between 40.0 and 142.0
+0,0,8,17,0,1,0,31.16,34.09,0.45,22,greater than 281.0
+2,1,4,13,0,1,2,16.4,20.45,0.4,24,between 142.0 and 281.0
+3,0,10,10,0,0,2,18.04,21.97,0.62,7,between 142.0 and 281.0
+3,1,10,20,0,0,0,20.5,24.24,0.39,15,between 142.0 and 281.0
+1,1,2,8,0,1,0,8.2,10.61,0.59,11,greater than 281.0
+1,0,2,12,0,1,0,19.68,23.48,0.41,15,between 40.0 and 142.0
+2,0,4,10,0,1,2,22.96,26.52,0.83,20,between 40.0 and 142.0
+0,1,9,2,0,1,0,21.32,25.0,0.72,6,less than 40.0
+3,0,11,1,0,1,0,13.94,18.18,0.76,0,less than 40.0
+0,1,7,19,0,1,3,28.7,33.34,0.74,15,greater than 281.0
+3,1,11,13,0,1,0,13.94,16.66,0.42,13,between 142.0 and 281.0
+0,0,7,21,0,1,0,28.7,33.34,0.84,0,between 142.0 and 281.0
+2,0,6,17,0,0,2,30.34,34.09,0.58,11,greater than 281.0
+0,1,7,20,0,1,3,31.16,34.85,0.55,33,greater than 281.0
+1,0,2,7,1,0,2,17.22,21.21,0.26,19,less than 40.0
+0,1,9,0,0,1,0,22.96,26.52,0.73,6,between 40.0 and 142.0
+3,1,11,1,0,1,2,10.66,13.63,0.65,7,less than 40.0
+0,1,8,6,0,1,0,24.6,29.55,0.73,13,between 142.0 and 281.0
+2,0,6,1,0,1,0,24.6,31.06,0.49,17,less than 40.0
+0,0,8,18,0,1,0,31.16,34.85,0.55,17,greater than 281.0
+1,1,3,5,0,1,3,16.4,20.45,0.66,19,less than 40.0
+3,1,10,15,0,1,0,17.22,21.21,0.54,11,between 142.0 and 281.0
+3,1,11,14,0,1,2,15.58,19.7,0.54,11,between 142.0 and 281.0
+3,0,10,18,0,1,2,18.04,21.97,0.54,17,greater than 281.0
+3,1,12,3,0,1,0,10.66,13.63,0.75,9,less than 40.0
+3,0,11,23,0,0,3,18.86,22.73,0.88,6,less than 40.0
+2,1,6,14,0,1,2,29.52,32.58,0.37,28,greater than 281.0
+3,1,11,4,0,1,2,12.3,14.39,0.52,17,less than 40.0
+0,0,8,14,0,1,2,29.52,34.85,0.74,0,between 40.0 and 142.0
+0,0,8,6,0,1,0,26.24,29.55,0.78,9,between 40.0 and 142.0
+3,0,10,1,0,1,0,14.76,18.18,0.81,6,less than 40.0
+3,0,11,22,0,0,0,12.3,16.66,0.65,0,between 40.0 and 142.0
+3,0,11,9,0,1,2,18.04,21.97,0.88,15,between 142.0 and 281.0
+3,0,11,20,0,1,2,19.68,23.48,0.82,9,between 142.0 and 281.0
+2,1,5,13,0,1,0,25.42,31.06,0.41,13,greater than 281.0
+1,1,1,4,0,1,0,9.02,12.12,0.64,7,less than 40.0
+3,1,11,8,0,1,2,14.76,18.94,0.56,7,greater than 281.0
+3,1,10,7,0,1,0,17.22,21.21,0.67,6,greater than 281.0
+3,1,9,10,0,0,0,22.14,25.76,0.56,17,greater than 281.0
+3,1,10,21,0,1,2,22.14,25.76,0.77,13,greater than 281.0
+0,1,8,9,0,1,0,28.7,12.12,0.58,7,greater than 281.0
+3,1,12,18,0,0,2,18.04,21.97,0.72,7,between 142.0 and 281.0
+0,0,9,11,0,0,2,21.32,25.0,0.68,15,greater than 281.0
+2,0,6,12,0,0,0,30.34,34.85,0.66,6,greater than 281.0
+3,1,12,1,0,1,0,12.3,15.91,0.65,6,less than 40.0
+2,0,5,21,0,1,0,31.16,36.37,0.66,7,between 142.0 and 281.0
+3,0,12,19,0,1,0,10.66,13.63,0.56,7,between 142.0 and 281.0
+1,0,12,3,0,1,0,9.84,12.88,0.7,7,less than 40.0
+1,0,3,18,0,1,2,13.94,15.91,0.76,17,between 142.0 and 281.0
+0,0,8,1,0,1,0,26.24,30.3,0.73,11,less than 40.0
+2,0,5,15,0,1,2,33.62,37.88,0.46,19,between 40.0 and 142.0
+3,0,11,12,0,1,0,20.5,24.24,0.51,13,between 142.0 and 281.0
+0,1,7,21,0,1,0,32.8,37.12,0.49,41,between 142.0 and 281.0
+1,0,1,15,0,0,2,18.04,21.97,0.77,20,between 40.0 and 142.0
+1,1,2,6,0,1,0,4.1,5.3,0.54,15,between 40.0 and 142.0
+1,1,2,23,0,0,0,5.74,6.82,0.43,15,less than 40.0
+2,1,5,6,1,0,0,25.42,29.55,0.73,11,less than 40.0
+3,1,11,11,0,0,2,14.76,16.66,0.46,26,greater than 281.0
+2,1,4,9,0,1,3,18.86,22.73,0.88,11,between 142.0 and 281.0
+0,1,6,8,0,0,0,28.7,32.58,0.58,0,between 40.0 and 142.0
+2,0,5,21,0,1,0,24.6,28.03,0.83,7,between 142.0 and 281.0
+2,1,4,21,0,0,0,25.42,31.06,0.57,17,between 142.0 and 281.0
+0,0,6,20,0,1,0,29.52,32.58,0.45,11,greater than 281.0
+3,1,11,5,0,1,0,9.84,14.39,0.81,0,less than 40.0
+3,1,12,18,0,1,2,13.12,15.15,0.49,15,greater than 281.0
+2,0,4,12,0,1,2,22.14,25.76,0.64,6,between 40.0 and 142.0
+3,0,9,3,0,0,0,23.78,27.27,0.94,0,less than 40.0
+2,1,4,18,0,1,0,22.14,25.76,0.26,9,greater than 281.0
+0,1,7,15,0,1,0,37.72,40.91,0.31,11,between 142.0 and 281.0
+2,1,5,8,0,1,2,26.24,28.79,0.89,7,greater than 281.0
+1,1,2,3,0,0,0,11.48,14.39,0.65,7,less than 40.0
+0,0,9,12,0,0,2,21.32,25.0,0.67,15,greater than 281.0
+3,1,12,17,0,1,0,16.4,20.45,0.47,30,greater than 281.0
+1,0,3,10,0,1,0,9.84,11.37,0.6,17,between 40.0 and 142.0
+1,1,1,13,0,1,2,5.74,6.06,0.43,17,between 40.0 and 142.0
+0,0,6,23,0,1,0,28.7,32.58,0.7,19,between 40.0 and 142.0
+0,0,9,3,0,1,3,22.96,26.52,0.94,9,less than 40.0
+0,1,9,3,1,0,0,27.06,29.55,0.89,9,less than 40.0
+2,0,5,18,0,1,0,24.6,31.06,0.56,11,greater than 281.0
+1,1,2,7,0,1,0,6.56,9.09,0.86,7,between 142.0 and 281.0
+0,0,9,6,0,1,0,22.96,26.52,0.88,7,between 40.0 and 142.0
+3,0,11,17,0,0,2,18.86,22.73,0.47,9,between 142.0 and 281.0
+2,0,4,2,0,1,0,20.5,24.24,0.42,26,less than 40.0
+1,1,1,4,0,0,3,6.56,6.82,0.8,19,less than 40.0
+3,1,11,6,0,1,2,12.3,14.39,0.49,19,between 40.0 and 142.0
+3,1,11,0,0,1,2,10.66,15.15,0.65,0,less than 40.0
+1,1,12,6,1,0,2,9.02,11.37,0.93,9,less than 40.0
+2,0,4,8,0,0,3,16.4,20.45,0.87,24,between 40.0 and 142.0
+2,1,3,10,0,1,2,22.96,26.52,0.88,7,between 142.0 and 281.0
+2,0,4,7,0,1,3,9.84,12.12,0.93,0,between 40.0 and 142.0
+3,0,11,21,0,1,0,16.4,20.45,0.76,9,between 142.0 and 281.0
+0,0,8,5,0,1,0,27.06,31.06,0.74,9,less than 40.0
+3,1,9,11,0,1,2,29.52,33.34,0.51,11,greater than 281.0
+1,0,3,5,0,1,0,8.2,11.37,0.69,7,less than 40.0
+2,0,5,1,0,1,2,22.96,26.52,0.78,17,less than 40.0
+3,1,12,17,0,1,0,16.4,20.45,0.5,26,greater than 281.0
+0,0,8,2,0,0,0,27.06,30.3,0.78,15,between 40.0 and 142.0
+0,1,6,10,0,1,0,34.44,39.4,0.49,7,between 142.0 and 281.0
+1,0,3,20,0,0,2,18.04,21.97,0.77,22,between 40.0 and 142.0
+2,1,5,12,0,1,0,25.42,31.06,0.41,13,greater than 281.0
+2,0,4,3,0,0,0,16.4,20.45,0.66,9,less than 40.0
+3,0,10,2,0,1,2,21.32,25.0,0.77,13,less than 40.0
+0,0,8,1,0,0,0,27.06,30.3,0.78,11,between 40.0 and 142.0
+2,1,5,10,0,1,2,23.78,27.27,0.68,28,between 142.0 and 281.0
+1,0,1,11,0,0,2,8.2,9.09,0.69,26,between 40.0 and 142.0
+2,1,6,17,0,1,2,24.6,29.55,0.73,13,greater than 281.0
+3,0,12,6,0,1,2,10.66,15.15,0.87,0,between 40.0 and 142.0
+3,1,10,2,0,1,2,22.14,25.76,0.88,0,less than 40.0
+3,0,11,21,0,1,0,12.3,14.39,0.42,17,between 40.0 and 142.0
+2,0,5,5,1,0,2,25.42,27.27,0.94,7,less than 40.0
+2,0,6,13,0,0,0,27.06,31.06,0.65,7,greater than 281.0
+0,0,9,3,0,0,0,26.24,28.79,0.89,13,between 40.0 and 142.0
+1,0,2,17,0,1,3,16.4,20.45,1.0,20,between 40.0 and 142.0
+0,1,8,16,0,0,2,27.06,31.06,0.65,0,greater than 281.0
+1,1,2,14,0,0,2,13.12,15.91,0.45,13,between 142.0 and 281.0
+1,1,2,11,0,0,0,13.12,16.66,0.57,9,greater than 281.0
+0,0,9,15,0,0,2,23.78,27.27,0.6,9,greater than 281.0
+1,1,12,9,0,1,0,10.66,10.61,0.6,33,between 40.0 and 142.0
+1,1,3,22,0,1,0,21.32,25.0,0.55,9,between 142.0 and 281.0
+1,1,2,6,0,1,3,16.4,20.45,0.54,11,between 40.0 and 142.0
+1,1,1,21,0,0,0,18.04,21.97,0.44,15,between 40.0 and 142.0
+0,1,9,13,0,1,0,32.8,38.64,0.59,17,greater than 281.0
+2,0,6,4,0,0,0,25.42,28.03,0.88,11,less than 40.0
+3,1,11,0,0,1,2,21.32,25.0,0.83,19,less than 40.0
+0,1,8,19,0,1,2,27.06,31.06,0.74,0,greater than 281.0
+3,0,9,12,0,0,2,27.06,30.3,0.78,0,greater than 281.0
+3,1,12,11,0,0,2,13.12,16.66,0.76,7,greater than 281.0
+2,0,5,0,0,1,0,21.32,25.0,0.94,7,less than 40.0
+1,1,12,0,0,1,2,9.84,12.12,0.6,11,less than 40.0
+0,0,6,11,0,1,0,30.34,34.85,0.7,11,between 142.0 and 281.0
+2,0,4,9,0,0,3,16.4,20.45,1.0,20,less than 40.0
+0,1,8,5,0,0,0,24.6,28.79,0.78,17,less than 40.0
+1,0,2,2,0,1,0,8.2,11.37,0.64,6,less than 40.0
+3,0,12,17,0,1,0,16.4,20.45,0.62,11,greater than 281.0
+3,0,10,18,0,1,3,22.96,26.52,1.0,11,between 40.0 and 142.0
+0,1,7,11,0,1,0,35.26,37.88,0.34,13,between 142.0 and 281.0
+2,1,5,6,0,1,3,22.96,26.52,0.94,15,less than 40.0
+0,1,9,19,0,1,0,23.78,27.27,0.6,15,greater than 281.0
+1,0,3,17,0,1,2,18.04,21.97,0.0,26,between 40.0 and 142.0
+3,0,12,18,0,1,0,16.4,20.45,0.5,0,greater than 281.0
+3,0,12,13,0,0,0,12.3,16.66,0.31,0,between 142.0 and 281.0
+1,1,2,0,0,1,0,18.86,22.73,0.59,9,less than 40.0
+3,0,10,0,0,0,3,11.48,12.88,0.87,20,less than 40.0
+1,0,2,13,0,1,0,8.2,8.33,0.4,28,between 40.0 and 142.0
+0,1,7,11,0,1,0,31.16,33.34,0.33,0,greater than 281.0
+0,0,7,19,0,0,0,31.16,34.85,0.55,19,greater than 281.0
+2,1,6,10,0,1,0,33.62,38.64,0.52,9,between 142.0 and 281.0
+0,0,8,4,0,1,0,27.06,31.06,0.74,7,less than 40.0
+0,0,9,10,0,1,0,27.88,31.82,0.62,11,between 40.0 and 142.0
+3,1,11,7,0,0,2,9.02,12.12,0.51,7,less than 40.0
+2,0,3,0,0,1,2,13.12,15.15,0.93,15,less than 40.0
+2,0,4,4,0,1,0,16.4,20.45,1.0,7,less than 40.0
+1,0,2,12,0,1,0,22.96,26.52,0.22,30,between 40.0 and 142.0
+3,0,11,18,0,0,0,15.58,19.7,0.46,9,between 142.0 and 281.0
+2,0,5,3,0,0,0,25.42,28.03,0.88,7,less than 40.0
+2,1,6,2,0,0,0,22.96,26.52,0.56,6,between 40.0 and 142.0
+2,1,6,5,0,1,0,22.14,25.76,0.88,7,less than 40.0
+2,1,6,16,0,1,0,32.8,37.88,0.55,15,greater than 281.0
+1,0,3,11,0,0,2,17.22,21.21,1.0,15,between 40.0 and 142.0
+1,0,2,8,0,0,0,15.58,19.7,0.17,39,between 40.0 and 142.0
+0,0,8,10,0,1,0,28.7,31.82,0.37,0,between 142.0 and 281.0
+3,1,11,17,0,1,0,16.4,20.45,0.4,11,greater than 281.0
+2,0,6,11,0,1,2,31.16,34.85,0.52,17,between 142.0 and 281.0
+2,0,5,13,0,1,0,23.78,27.27,0.4,22,between 142.0 and 281.0
+1,0,1,23,0,1,0,9.84,11.37,0.6,15,less than 40.0
+0,1,9,6,0,0,0,22.96,26.52,0.83,20,between 40.0 and 142.0
+3,1,10,3,0,0,0,15.58,19.7,0.66,6,between 40.0 and 142.0
+3,1,11,4,0,1,0,9.02,11.37,0.69,13,less than 40.0
+2,0,5,23,0,1,2,21.32,25.0,0.59,9,between 40.0 and 142.0
+1,1,2,11,0,0,0,12.3,12.88,0.39,41,between 142.0 and 281.0
+1,0,2,11,0,0,0,18.04,21.97,0.16,39,between 40.0 and 142.0
+1,0,2,10,0,1,0,9.02,9.09,0.47,37,between 40.0 and 142.0
+2,1,5,10,0,1,2,21.32,25.0,0.77,13,between 142.0 and 281.0
+0,0,9,3,0,1,0,23.78,27.27,0.83,0,less than 40.0
+0,1,7,14,0,0,0,35.26,38.64,0.39,17,greater than 281.0
+2,1,6,10,0,0,0,25.42,31.06,0.43,15,greater than 281.0
+0,0,8,15,0,1,0,36.9,39.4,0.27,0,between 40.0 and 142.0
+3,1,11,22,0,1,0,14.76,18.94,0.71,0,between 40.0 and 142.0
+0,1,7,11,1,0,0,33.62,37.88,0.46,9,greater than 281.0
+2,0,5,13,0,1,0,25.42,31.06,0.38,19,between 142.0 and 281.0
+3,1,10,15,0,1,0,27.88,31.82,0.41,15,greater than 281.0
+0,1,8,3,0,1,0,24.6,27.27,0.88,7,less than 40.0
+0,1,6,11,0,1,0,32.8,36.37,0.43,22,between 142.0 and 281.0
+2,1,6,4,0,1,0,18.86,22.73,0.82,7,less than 40.0
+2,0,6,19,0,1,0,29.52,31.82,0.23,20,greater than 281.0
+2,0,4,14,0,1,2,14.76,15.91,0.57,33,between 40.0 and 142.0
+2,0,5,11,0,0,0,28.7,32.58,0.54,13,greater than 281.0
+2,1,4,14,0,1,0,26.24,31.06,0.27,19,between 142.0 and 281.0
+2,1,6,6,0,1,0,19.68,23.48,0.82,17,between 142.0 and 281.0
+2,1,3,11,0,1,0,20.5,24.24,0.45,28,between 142.0 and 281.0
+0,1,9,17,0,0,0,30.34,33.34,0.51,22,greater than 281.0
+0,1,7,13,0,1,0,31.98,34.09,0.31,11,greater than 281.0
+3,1,11,1,0,1,2,14.76,17.42,0.66,15,less than 40.0
+0,0,9,6,0,1,2,25.42,25.76,1.0,9,between 40.0 and 142.0
+3,1,12,5,0,1,0,13.94,17.42,0.93,6,less than 40.0
+3,0,10,20,0,1,0,16.4,20.45,0.66,6,between 142.0 and 281.0
+3,0,12,22,0,1,0,12.3,15.15,0.52,11,between 40.0 and 142.0
+3,0,12,16,0,1,0,16.4,20.45,0.4,13,between 142.0 and 281.0
+2,1,4,20,0,1,0,24.6,30.3,0.23,19,greater than 281.0
+3,1,10,8,0,1,0,26.24,28.79,0.89,0,greater than 281.0
+0,0,7,18,0,1,0,33.62,38.64,0.49,24,greater than 281.0
+3,1,11,9,0,1,0,11.48,15.15,0.56,6,greater than 281.0
+3,1,11,21,0,1,0,14.76,18.94,0.5,0,between 40.0 and 142.0
+3,1,11,8,0,0,2,13.94,15.15,0.46,20,between 142.0 and 281.0
+2,1,4,12,0,1,0,21.32,25.0,0.25,0,greater than 281.0
+2,1,6,15,0,0,0,34.44,35.6,0.2,20,greater than 281.0
+3,1,11,14,0,1,2,16.4,20.45,0.5,15,between 142.0 and 281.0
+0,1,6,8,0,1,0,31.16,34.85,0.55,9,greater than 281.0
+0,1,9,0,0,1,2,28.7,33.34,0.84,17,less than 40.0
+1,1,2,5,0,0,3,9.02,11.37,0.93,11,less than 40.0
+1,0,1,19,0,1,0,10.66,11.37,0.56,22,between 142.0 and 281.0
+2,0,3,20,0,1,2,18.04,21.97,0.54,24,between 40.0 and 142.0
+3,0,11,18,0,1,0,17.22,21.21,0.32,31,greater than 281.0
+1,0,3,2,0,1,0,9.84,10.61,0.65,26,less than 40.0
+3,1,10,15,0,1,2,24.6,30.3,0.6,13,greater than 281.0
+0,0,7,5,0,1,0,30.34,35.6,0.79,7,less than 40.0
+2,0,4,19,0,1,0,14.76,16.66,0.43,20,between 142.0 and 281.0
+2,1,5,1,0,1,0,28.7,33.34,0.79,13,less than 40.0
+3,0,11,22,0,1,3,16.4,20.45,0.87,9,between 40.0 and 142.0
+3,1,11,0,0,0,0,12.3,15.91,0.61,7,between 40.0 and 142.0
+0,0,9,22,0,0,0,27.88,31.82,0.83,7,between 142.0 and 281.0
+0,0,7,9,0,1,0,33.62,37.12,0.41,13,between 142.0 and 281.0
+0,1,7,22,0,1,0,32.8,37.88,0.55,13,greater than 281.0
+0,1,7,6,0,1,0,28.7,32.58,0.58,7,between 40.0 and 142.0
+1,1,3,15,0,1,0,22.14,25.76,0.37,30,between 142.0 and 281.0
+1,0,3,11,0,1,0,18.04,21.97,0.54,19,between 40.0 and 142.0
+2,0,3,1,0,1,2,13.94,15.15,0.71,26,less than 40.0
+1,0,2,19,0,1,0,15.58,19.7,0.43,33,between 40.0 and 142.0
+0,0,9,9,0,1,2,25.42,27.27,0.94,13,between 142.0 and 281.0
+0,0,8,13,0,1,0,31.16,34.09,0.48,20,between 142.0 and 281.0
+0,1,9,12,0,0,2,32.8,37.88,0.55,11,greater than 281.0
+0,1,7,23,0,1,0,31.16,36.37,0.66,0,between 142.0 and 281.0
+0,1,9,0,0,0,0,27.06,29.55,0.89,17,between 142.0 and 281.0
+0,0,8,5,0,0,0,27.06,29.55,0.89,20,less than 40.0
+0,0,8,9,0,1,0,31.16,34.09,0.48,15,between 142.0 and 281.0
+2,0,6,3,0,1,0,23.78,27.27,0.88,0,less than 40.0
+3,0,10,22,0,1,0,14.76,15.91,0.66,33,between 40.0 and 142.0
+2,0,4,4,0,0,2,17.22,21.21,0.54,15,less than 40.0
+2,0,6,9,0,1,0,29.52,31.82,0.26,24,between 142.0 and 281.0
+1,0,2,19,0,0,0,11.48,13.63,0.38,11,between 40.0 and 142.0
+1,0,1,0,0,1,0,5.74,8.33,0.59,7,less than 40.0
+3,0,10,10,0,1,0,21.32,25.0,0.52,0,between 40.0 and 142.0
+3,1,11,2,0,1,0,11.48,14.39,0.87,7,less than 40.0
+0,0,7,3,0,1,0,30.34,34.09,0.58,13,less than 40.0
+2,1,6,20,0,0,0,31.16,33.34,0.35,15,greater than 281.0
+3,0,10,15,0,0,0,27.88,31.82,0.51,11,greater than 281.0
+2,1,5,4,0,1,0,25.42,30.3,0.69,0,less than 40.0
+3,1,11,19,0,0,0,10.66,15.15,0.41,0,between 40.0 and 142.0
+1,0,3,19,0,1,2,13.94,15.91,0.71,19,between 142.0 and 281.0
+2,1,3,9,0,0,2,16.4,20.45,0.76,13,between 142.0 and 281.0
+2,1,5,3,0,0,2,22.14,25.76,0.64,9,less than 40.0
+3,0,10,9,0,1,3,22.96,26.52,1.0,7,between 40.0 and 142.0
+2,1,5,16,0,0,2,25.42,30.3,0.61,0,greater than 281.0
+3,1,10,2,0,1,2,25.42,27.27,0.94,0,less than 40.0
+3,1,12,1,0,0,2,12.3,15.91,0.87,6,between 40.0 and 142.0
+2,1,5,22,0,0,0,22.96,26.52,0.73,11,between 142.0 and 281.0
+3,1,11,16,0,1,0,17.22,21.21,0.58,17,greater than 281.0
+3,1,12,7,0,0,2,9.84,12.88,0.75,6,between 40.0 and 142.0
+1,1,2,6,0,1,3,14.76,18.94,0.9,0,between 40.0 and 142.0
+1,1,2,21,0,0,0,9.84,10.61,0.35,22,between 40.0 and 142.0
+1,0,3,7,0,1,0,6.56,9.09,0.8,9,between 40.0 and 142.0
+0,0,7,7,0,1,2,29.52,34.85,0.79,0,greater than 281.0
+1,0,1,5,0,1,2,5.74,9.09,0.69,6,less than 40.0
+0,1,6,18,0,1,2,32.8,37.88,0.55,13,greater than 281.0
+0,0,6,17,0,1,2,29.52,34.09,0.7,24,greater than 281.0
+2,1,4,17,0,0,0,21.32,25.0,0.55,19,greater than 281.0
+0,1,8,10,0,1,2,31.16,34.09,0.4,0,between 142.0 and 281.0
+3,1,12,11,0,0,2,14.76,17.42,0.87,9,greater than 281.0
+3,0,10,9,0,0,3,16.4,20.45,0.82,24,between 40.0 and 142.0
+3,1,10,13,0,1,2,26.24,31.06,0.44,0,greater than 281.0
+2,0,5,3,0,1,0,19.68,23.48,1.0,0,less than 40.0
+2,1,4,18,0,0,2,25.42,31.06,0.35,15,greater than 281.0
+0,1,9,5,0,0,0,23.78,27.27,0.6,35,less than 40.0
+3,1,11,10,0,0,0,16.4,20.45,0.58,0,greater than 281.0
+0,0,8,16,0,1,0,31.16,34.85,0.52,28,between 142.0 and 281.0
+1,1,1,22,0,0,0,6.56,6.82,0.47,24,between 40.0 and 142.0
+1,1,1,6,0,1,0,5.74,6.06,0.59,19,between 40.0 and 142.0
+0,0,6,13,0,1,0,34.44,37.88,0.44,0,between 142.0 and 281.0
+1,0,1,22,0,1,0,5.74,6.06,0.46,22,less than 40.0
+0,1,9,2,0,1,0,21.32,25.0,0.72,0,less than 40.0
+0,0,7,5,0,0,2,25.42,28.03,0.88,11,less than 40.0
+0,0,7,20,0,0,0,31.16,34.85,0.55,13,between 142.0 and 281.0
+1,1,12,12,0,1,2,9.84,11.37,0.56,13,between 142.0 and 281.0
+1,0,2,4,0,0,2,8.2,10.61,0.69,11,less than 40.0
+1,1,2,2,0,0,2,12.3,14.39,0.36,19,between 40.0 and 142.0
+0,1,7,5,0,0,3,23.78,27.27,0.88,17,less than 40.0
+0,0,9,8,0,1,2,21.32,25.0,0.77,9,greater than 281.0
+2,0,3,19,0,1,0,12.3,13.63,0.56,26,between 40.0 and 142.0
+1,1,2,17,0,1,0,14.76,17.42,0.23,13,greater than 281.0
+3,1,11,7,0,1,2,14.76,17.42,0.57,11,greater than 281.0
+2,0,5,1,0,0,2,21.32,25.0,0.55,0,between 40.0 and 142.0
+0,0,7,22,0,1,0,29.52,33.34,0.48,0,between 142.0 and 281.0
+2,1,5,16,0,0,2,27.88,31.82,0.65,26,greater than 281.0
+3,1,12,12,0,1,0,11.48,15.91,0.41,0,between 142.0 and 281.0
+1,0,3,13,0,1,2,13.12,14.39,0.76,24,between 40.0 and 142.0
+2,1,4,15,0,0,0,20.5,24.24,0.55,17,greater than 281.0
+1,0,12,14,0,1,2,19.68,23.48,0.88,24,between 40.0 and 142.0
+0,0,9,1,0,1,0,23.78,27.27,0.83,7,less than 40.0
+0,1,7,21,0,1,0,29.52,33.34,0.54,0,greater than 281.0
+1,1,2,7,0,1,0,9.84,11.37,0.65,15,between 142.0 and 281.0
+1,0,2,13,0,1,0,9.02,11.37,0.55,11,between 40.0 and 142.0
+1,1,3,11,0,1,2,14.76,16.66,0.34,24,between 142.0 and 281.0
+3,1,11,17,0,1,2,13.12,14.39,0.53,26,greater than 281.0
+2,0,6,19,0,0,0,28.7,33.34,0.74,7,between 142.0 and 281.0
+2,0,4,2,0,0,0,16.4,20.45,0.62,13,less than 40.0
+1,1,2,12,0,1,3,13.12,16.66,0.76,6,between 40.0 and 142.0
+1,1,2,19,1,0,0,13.94,15.91,0.34,15,between 142.0 and 281.0
+2,1,5,21,0,1,0,27.88,31.82,0.44,11,greater than 281.0
+3,1,10,22,0,1,0,12.3,15.15,0.81,9,between 40.0 and 142.0
+3,0,12,11,0,1,2,16.4,20.45,0.62,28,between 40.0 and 142.0
+1,0,12,10,0,1,2,9.02,11.37,0.64,11,between 40.0 and 142.0
+0,0,8,5,0,1,0,26.24,28.79,0.83,0,less than 40.0
+2,1,6,7,0,1,2,27.06,29.55,0.89,0,greater than 281.0
+0,1,7,4,0,1,0,26.24,28.79,0.89,9,less than 40.0
+0,0,7,8,0,0,0,31.98,37.12,0.59,15,between 40.0 and 142.0
+0,0,8,11,0,0,0,29.52,33.34,0.58,0,greater than 281.0
+0,1,8,12,0,1,0,32.8,37.12,0.49,7,greater than 281.0
+3,0,9,0,0,0,2,24.6,27.27,0.88,0,between 142.0 and 281.0
+3,1,11,9,0,0,0,13.12,16.66,0.53,0,between 142.0 and 281.0
+0,1,9,18,0,1,0,23.78,27.27,0.4,19,greater than 281.0
+1,1,1,3,0,1,0,0.82,0.76,0.34,19,less than 40.0
+2,1,6,8,0,0,0,22.14,25.76,0.64,11,between 142.0 and 281.0
+3,1,9,11,0,0,0,22.96,26.52,0.46,17,greater than 281.0
+1,0,2,7,0,1,0,5.74,10.61,0.59,0,between 40.0 and 142.0
+0,0,8,17,0,1,0,31.16,34.85,0.52,24,greater than 281.0
+1,0,2,3,0,0,0,10.66,14.39,0.87,6,less than 40.0
+0,1,7,13,0,0,0,37.72,41.66,0.33,17,greater than 281.0
+0,0,8,21,0,1,0,28.7,32.58,0.7,17,between 142.0 and 281.0
+2,1,6,20,0,0,0,25.42,31.06,0.57,13,greater than 281.0
+0,1,9,20,0,1,0,24.6,31.06,0.4,13,greater than 281.0
+3,1,11,6,0,0,0,12.3,15.91,0.87,6,less than 40.0
+1,0,12,17,0,1,0,14.76,17.42,0.53,15,between 40.0 and 142.0
+2,0,5,18,0,1,0,32.8,36.37,0.46,22,greater than 281.0
+3,0,11,18,0,1,3,18.86,22.73,0.88,26,between 142.0 and 281.0
+1,1,1,21,0,1,2,10.66,12.12,1.0,19,between 40.0 and 142.0
+1,0,3,20,0,1,0,17.22,21.21,0.67,15,between 40.0 and 142.0
+0,1,8,16,0,0,3,26.24,28.79,0.89,19,between 142.0 and 281.0
+1,0,3,19,0,1,0,13.94,17.42,0.31,7,between 142.0 and 281.0
+0,0,7,1,0,1,0,29.52,33.34,0.51,0,less than 40.0
+1,0,12,11,0,1,3,13.12,16.66,0.66,7,less than 40.0
+2,0,3,4,0,0,3,7.38,9.85,0.74,11,less than 40.0
+2,1,5,15,0,1,2,28.7,32.58,0.61,0,between 142.0 and 281.0
+3,1,11,21,1,0,3,22.14,25.76,0.73,15,between 142.0 and 281.0
+1,0,1,1,0,1,0,6.56,9.09,0.59,7,less than 40.0
+3,1,10,13,0,1,2,20.5,24.24,0.67,9,between 142.0 and 281.0
+1,0,2,22,0,1,3,6.56,8.33,0.8,11,between 40.0 and 142.0
+3,0,11,23,0,0,0,16.4,20.45,0.58,11,between 40.0 and 142.0
+1,1,12,14,0,1,3,9.84,12.88,0.87,7,between 40.0 and 142.0
+0,1,7,19,0,1,0,31.16,35.6,0.62,11,greater than 281.0
+0,0,7,22,0,1,0,33.62,43.18,0.71,11,between 142.0 and 281.0
+3,0,11,15,0,0,2,20.5,24.24,0.42,7,greater than 281.0
+0,1,8,1,0,1,0,26.24,30.3,0.73,0,less than 40.0
+1,1,1,8,0,1,0,9.84,10.61,0.52,24,greater than 281.0
+2,0,3,6,0,1,2,12.3,15.15,0.49,9,between 40.0 and 142.0
+1,0,3,22,0,1,0,9.84,13.63,0.62,7,between 40.0 and 142.0
+2,0,6,16,0,1,0,29.52,31.82,0.26,22,greater than 281.0
+3,0,11,19,0,0,2,13.94,16.66,0.71,9,between 142.0 and 281.0
+2,0,5,20,0,1,0,23.78,27.27,0.83,28,greater than 281.0
+3,1,11,10,0,1,2,13.12,16.66,0.66,9,between 142.0 and 281.0
+2,0,6,8,0,1,0,23.78,27.27,0.49,30,greater than 281.0
+1,1,12,16,0,0,0,13.94,16.66,0.34,13,between 142.0 and 281.0
+1,1,3,18,0,0,0,13.12,13.63,0.33,41,between 142.0 and 281.0
+2,1,5,9,0,0,0,22.96,26.52,0.43,11,greater than 281.0
+1,1,1,20,0,1,0,13.12,15.91,0.61,13,between 142.0 and 281.0
+1,0,12,19,0,1,0,13.94,16.66,0.53,13,between 40.0 and 142.0
+2,1,5,11,0,1,0,31.16,35.6,0.62,20,between 142.0 and 281.0
+1,1,1,8,0,1,2,7.38,9.85,0.93,11,greater than 281.0
+2,1,5,4,0,1,2,24.6,27.27,0.88,11,less than 40.0
+0,1,6,16,0,0,0,36.9,39.4,0.29,11,greater than 281.0
+2,1,5,5,0,1,0,25.42,30.3,0.69,17,less than 40.0
+3,1,12,23,0,0,2,16.4,20.45,0.94,0,between 142.0 and 281.0
+0,1,7,15,0,1,0,33.62,38.64,0.49,20,greater than 281.0
+3,1,12,15,0,1,0,13.12,17.42,0.39,0,between 142.0 and 281.0
+2,1,5,1,0,1,2,24.6,30.3,0.6,19,less than 40.0
+2,1,6,17,0,0,0,26.24,31.06,0.57,15,greater than 281.0
+0,0,8,11,0,1,0,29.52,32.58,0.37,13,between 142.0 and 281.0
+3,0,9,4,0,1,3,25.42,27.27,0.94,6,less than 40.0
+2,1,5,18,0,0,0,31.16,35.6,0.58,20,greater than 281.0
+2,1,5,9,0,1,2,19.68,23.48,0.88,7,greater than 281.0
+0,0,8,6,0,1,0,25.42,31.06,0.5,9,between 40.0 and 142.0
+0,0,8,10,0,1,0,28.7,31.82,0.45,7,between 40.0 and 142.0
+3,0,11,13,0,1,0,19.68,23.48,0.48,11,between 142.0 and 281.0
+0,0,7,16,0,1,0,34.44,40.15,0.53,19,between 142.0 and 281.0
+2,1,4,1,0,1,3,13.94,15.15,0.87,24,less than 40.0
+1,1,2,16,0,0,0,13.12,13.63,0.26,39,between 142.0 and 281.0
+2,0,4,3,0,1,0,17.22,21.21,0.62,7,less than 40.0
+1,1,2,14,0,1,0,18.04,21.97,0.54,22,between 142.0 and 281.0
+3,0,11,19,0,1,0,18.86,22.73,0.59,0,greater than 281.0
+3,1,12,20,0,0,2,14.76,17.42,0.57,13,between 142.0 and 281.0
+3,1,10,5,0,1,0,14.76,17.42,0.5,11,between 40.0 and 142.0
+0,1,8,10,0,1,2,30.34,34.85,0.7,9,between 142.0 and 281.0
+0,1,8,4,0,1,0,27.06,30.3,0.83,9,less than 40.0
+1,1,2,7,0,1,2,16.4,20.45,0.76,15,between 142.0 and 281.0
+0,1,8,13,0,1,2,32.8,37.12,0.52,13,between 142.0 and 281.0
+0,0,9,8,0,0,0,18.86,22.73,0.72,17,between 40.0 and 142.0
+0,1,8,13,0,1,0,32.8,34.85,0.31,15,greater than 281.0
+3,0,12,23,0,1,0,13.12,15.91,0.7,11,between 40.0 and 142.0
+1,0,3,19,0,1,0,12.3,14.39,0.33,15,between 142.0 and 281.0
+2,0,4,18,0,0,2,18.86,22.73,0.31,0,between 142.0 and 281.0
+1,1,1,23,0,1,2,8.2,11.37,0.44,7,less than 40.0
+2,1,3,7,0,1,0,18.04,21.97,0.72,13,greater than 281.0
+1,1,1,0,0,0,0,14.76,18.94,0.66,0,between 40.0 and 142.0
+0,0,7,15,0,1,0,31.16,36.37,0.7,19,between 142.0 and 281.0
+3,0,9,11,0,1,0,25.42,30.3,0.61,13,between 142.0 and 281.0
+2,0,3,20,0,1,3,11.48,12.88,0.93,19,between 40.0 and 142.0
+3,1,11,10,0,1,3,14.76,17.42,0.62,13,between 142.0 and 281.0
+1,0,1,15,0,1,2,9.02,11.37,0.87,11,less than 40.0
+0,1,7,14,0,1,0,38.54,41.66,0.29,17,between 142.0 and 281.0
+1,1,1,7,0,1,0,13.12,14.39,0.42,24,between 142.0 and 281.0
+2,0,5,8,0,1,0,24.6,27.27,0.88,13,greater than 281.0
+2,1,6,12,0,1,0,35.26,40.15,0.47,11,between 142.0 and 281.0
+2,0,6,13,0,1,0,26.24,31.06,0.44,15,between 142.0 and 281.0
+2,1,5,1,0,1,0,24.6,28.03,0.83,11,less than 40.0
+2,1,5,12,0,1,2,25.42,29.55,0.78,7,between 142.0 and 281.0
+0,1,7,0,0,0,2,29.52,33.34,0.48,6,between 142.0 and 281.0
+2,1,6,0,0,1,0,28.7,33.34,0.79,13,between 40.0 and 142.0
+2,0,4,21,0,1,0,22.96,26.52,0.37,19,between 142.0 and 281.0
+1,1,1,13,0,1,0,13.94,15.15,0.42,20,between 40.0 and 142.0
+1,0,1,20,0,0,0,7.38,10.61,0.74,6,between 40.0 and 142.0
+3,1,11,6,0,1,2,10.66,12.88,0.65,15,between 40.0 and 142.0
+3,0,10,3,0,1,0,16.4,20.45,0.82,7,less than 40.0
+2,0,5,20,0,1,0,22.14,25.76,0.6,9,greater than 281.0
+3,0,11,6,0,1,0,21.32,25.0,0.83,19,between 40.0 and 142.0
+1,0,2,7,0,1,2,4.92,6.06,0.8,19,between 40.0 and 142.0
+2,1,5,4,0,1,2,22.96,26.52,0.88,11,less than 40.0
+2,0,5,10,0,0,0,22.96,26.52,0.49,20,greater than 281.0
+0,1,7,20,0,1,0,30.34,33.34,0.48,15,greater than 281.0
+0,1,7,22,0,0,0,28.7,33.34,0.79,13,between 142.0 and 281.0
+0,1,7,18,0,0,3,29.52,34.85,0.79,24,greater than 281.0
+2,0,6,21,0,0,0,27.06,30.3,0.83,7,between 40.0 and 142.0
+3,0,12,1,0,1,0,8.2,12.88,0.8,0,less than 40.0
+3,0,10,6,0,1,0,20.5,24.24,0.55,17,between 40.0 and 142.0
+0,0,7,21,0,1,0,28.7,31.82,0.45,13,between 142.0 and 281.0
+2,1,5,15,0,0,2,28.7,31.82,0.39,28,greater than 281.0
+0,0,7,12,0,0,0,31.16,34.09,0.43,19,greater than 281.0
+1,0,3,22,0,1,0,13.12,16.66,0.49,7,between 40.0 and 142.0
+1,0,2,11,0,1,2,13.12,14.39,0.57,26,between 40.0 and 142.0
+1,1,3,2,0,1,0,20.5,24.24,0.59,0,less than 40.0
+1,0,3,22,0,0,2,13.94,15.15,0.53,22,less than 40.0
+0,1,7,11,0,1,2,29.52,34.09,0.62,9,between 142.0 and 281.0
+2,0,4,5,0,1,2,18.86,22.73,0.72,13,less than 40.0
+1,1,3,20,0,1,0,24.6,31.06,0.49,11,greater than 281.0
+3,0,10,22,0,0,0,12.3,16.66,0.75,0,between 40.0 and 142.0
+1,1,12,7,1,0,2,9.02,11.37,0.93,11,less than 40.0
+2,0,5,4,0,1,0,17.22,21.21,0.62,17,less than 40.0
+3,0,10,7,0,1,0,17.22,21.21,0.77,30,greater than 281.0
+0,0,6,6,0,1,0,27.06,30.3,0.83,11,between 40.0 and 142.0
+0,1,9,8,0,0,0,28.7,33.34,0.79,22,between 142.0 and 281.0
+0,0,7,15,0,0,0,34.44,36.37,0.34,6,greater than 281.0
+1,1,1,4,0,1,0,6.56,7.58,0.55,17,less than 40.0
+3,1,10,22,0,1,0,16.4,20.45,0.66,11,between 142.0 and 281.0
+3,1,10,17,0,1,3,25.42,30.3,0.69,24,greater than 281.0
+3,0,10,22,0,1,0,20.5,24.24,0.77,0,between 40.0 and 142.0
+0,1,9,4,0,1,0,21.32,25.0,0.83,0,less than 40.0
+3,1,10,10,0,1,0,22.14,25.76,0.56,0,between 142.0 and 281.0
+2,1,4,9,0,1,0,17.22,21.21,0.67,13,greater than 281.0
+2,1,4,19,0,1,0,24.6,31.06,0.53,13,greater than 281.0
+0,1,8,3,0,0,0,27.06,31.06,0.69,6,less than 40.0
+1,0,3,10,0,0,2,13.12,17.42,0.45,0,between 40.0 and 142.0
+3,1,12,14,0,1,2,15.58,19.7,0.5,15,between 142.0 and 281.0
+0,0,8,19,0,0,3,29.52,35.6,0.84,17,between 142.0 and 281.0
+2,0,5,4,0,0,0,18.86,22.73,0.88,9,less than 40.0
+1,1,2,23,0,1,0,10.66,13.63,0.7,7,between 40.0 and 142.0
+2,0,4,13,0,1,0,27.88,31.82,0.34,22,between 40.0 and 142.0
+0,1,7,3,0,1,2,27.06,29.55,0.89,7,less than 40.0
+0,1,7,10,0,0,0,30.34,34.09,0.62,0,greater than 281.0
+2,0,5,23,0,1,0,23.78,27.27,0.88,9,between 40.0 and 142.0
+0,0,8,1,0,1,0,29.52,33.34,0.54,13,less than 40.0
+0,1,7,23,0,1,3,27.06,29.55,0.89,15,between 40.0 and 142.0
+1,0,3,3,0,1,2,13.12,16.66,0.93,6,less than 40.0
+3,0,10,20,0,1,2,23.78,27.27,0.83,15,between 142.0 and 281.0
+3,1,11,0,0,0,0,13.94,16.66,0.53,11,between 40.0 and 142.0
+2,0,4,21,0,0,0,18.04,21.97,0.88,13,between 40.0 and 142.0
+2,0,5,16,0,1,2,26.24,31.06,0.57,17,greater than 281.0
+2,0,4,11,0,0,0,17.22,21.21,0.41,17,between 142.0 and 281.0
+0,0,7,18,0,0,0,33.62,35.6,0.3,19,greater than 281.0
+3,0,10,9,0,0,0,16.4,20.45,0.76,0,between 142.0 and 281.0
+2,1,3,13,0,1,0,23.78,27.27,0.78,6,greater than 281.0
+3,1,9,4,0,1,0,22.96,26.52,0.73,17,less than 40.0
+3,0,10,23,0,1,2,19.68,23.48,0.88,0,between 40.0 and 142.0
+0,1,8,23,0,1,0,29.52,34.85,0.74,13,between 40.0 and 142.0
+3,1,12,3,0,1,0,15.58,19.7,0.87,0,less than 40.0
+1,1,2,17,0,1,0,22.14,25.76,0.24,30,greater than 281.0
+1,0,1,6,0,0,0,5.74,8.33,0.63,7,less than 40.0
+1,0,1,15,0,0,0,9.02,9.85,0.35,24,between 40.0 and 142.0
+0,0,9,12,0,0,0,31.16,36.37,0.66,11,greater than 281.0
+2,1,5,13,0,1,0,33.62,38.64,0.52,26,between 142.0 and 281.0
+3,1,10,16,0,0,2,22.96,26.52,0.64,19,greater than 281.0
+3,0,11,10,0,1,2,17.22,21.21,0.71,22,between 40.0 and 142.0
+3,0,12,17,0,1,2,14.76,18.18,0.57,7,greater than 281.0
+2,0,5,17,0,1,0,32.8,36.37,0.46,19,greater than 281.0
+3,0,10,6,0,1,0,16.4,20.45,0.82,7,between 40.0 and 142.0
+2,1,4,18,0,1,0,20.5,24.24,0.22,31,greater than 281.0
+3,0,9,4,0,0,0,22.96,26.52,0.94,7,less than 40.0
+1,1,3,10,0,1,0,22.96,26.52,0.56,7,between 142.0 and 281.0
+0,0,8,16,0,1,0,29.52,32.58,0.32,9,greater than 281.0
+1,1,2,5,0,0,0,9.02,10.61,0.44,15,less than 40.0
+1,0,12,21,0,0,0,12.3,15.15,0.56,9,less than 40.0
+3,0,11,9,1,0,0,13.12,14.39,0.45,30,between 142.0 and 281.0
+2,0,4,13,0,1,2,25.42,28.79,0.83,20,between 40.0 and 142.0
+1,0,2,0,0,0,0,19.68,23.48,0.12,33,less than 40.0
+1,0,1,18,0,1,2,12.3,15.91,0.49,6,between 142.0 and 281.0
+1,1,1,8,0,0,0,4.92,7.58,0.54,7,between 40.0 and 142.0
+0,0,7,2,0,1,0,25.42,30.3,0.69,0,less than 40.0
+2,0,5,6,0,1,2,24.6,25.0,1.0,6,between 40.0 and 142.0
+0,1,8,22,0,1,2,24.6,28.03,0.83,0,between 142.0 and 281.0
+3,0,10,2,0,0,0,18.86,22.73,0.82,0,between 40.0 and 142.0
+1,1,12,14,0,0,0,13.12,14.39,0.36,31,between 142.0 and 281.0
+3,1,11,10,0,1,0,13.12,17.42,0.49,0,between 142.0 and 281.0
+0,0,6,7,0,0,0,26.24,31.06,0.57,19,between 40.0 and 142.0
+0,1,8,14,0,1,0,36.08,38.64,0.32,15,between 142.0 and 281.0
+3,1,12,13,0,1,2,14.76,17.42,0.57,13,between 142.0 and 281.0
+1,0,12,6,0,1,2,14.76,18.94,0.87,0,between 40.0 and 142.0
+3,1,11,6,0,1,0,9.84,11.37,0.65,13,between 142.0 and 281.0
+0,0,6,2,0,1,3,25.42,28.79,0.83,11,less than 40.0
+3,1,12,3,0,1,0,9.02,11.37,0.55,13,less than 40.0
+0,0,9,14,0,1,2,22.14,25.76,0.45,11,between 142.0 and 281.0
+2,1,5,15,0,1,2,30.34,33.34,0.45,15,between 142.0 and 281.0
+2,0,6,8,0,1,0,26.24,30.3,0.73,6,greater than 281.0
+3,1,10,23,0,1,2,22.14,25.76,0.83,0,between 40.0 and 142.0
+0,0,8,1,0,1,0,24.6,29.55,0.69,7,less than 40.0
+2,0,3,8,0,1,2,16.4,20.45,0.58,20,greater than 281.0
+0,0,7,8,0,0,0,27.06,31.06,0.65,11,between 40.0 and 142.0
+0,0,6,0,0,0,0,26.24,31.06,0.53,0,between 40.0 and 142.0
+0,1,7,8,0,1,0,29.52,34.85,0.74,9,greater than 281.0
+2,0,6,22,0,1,0,25.42,28.03,0.88,9,between 142.0 and 281.0
+1,1,3,14,0,1,0,21.32,25.0,0.36,22,between 142.0 and 281.0
+0,0,9,5,0,1,3,22.14,25.76,0.88,24,less than 40.0
+2,0,4,8,0,0,0,12.3,15.91,0.7,7,between 40.0 and 142.0
+0,0,6,18,0,0,0,29.52,32.58,0.45,17,greater than 281.0
+3,0,12,9,0,1,0,10.66,12.88,0.6,11,between 142.0 and 281.0
+3,0,12,19,0,0,0,10.66,12.12,0.38,19,between 142.0 and 281.0
+0,0,7,19,0,0,0,30.34,34.09,0.48,13,greater than 281.0
+0,0,9,0,0,0,0,25.42,28.03,0.88,0,between 40.0 and 142.0
+0,0,9,18,0,1,3,26.24,28.79,0.89,0,between 142.0 and 281.0
+3,1,10,23,0,0,0,18.04,21.97,0.62,9,between 142.0 and 281.0
+3,0,10,8,0,1,0,18.04,21.97,0.77,15,greater than 281.0
+0,0,8,10,0,1,0,29.52,34.09,0.62,6,between 142.0 and 281.0
+0,1,7,11,0,1,0,31.16,35.6,0.58,0,between 142.0 and 281.0
+1,1,12,16,0,1,2,12.3,13.63,0.39,22,greater than 281.0
+2,0,5,3,0,1,2,23.78,27.27,0.94,7,less than 40.0
+1,1,1,20,0,1,0,9.02,10.61,0.37,17,between 142.0 and 281.0
+1,1,2,9,0,0,3,9.02,12.12,0.93,7,between 40.0 and 142.0
+1,1,3,10,0,1,0,21.32,25.0,0.77,15,between 142.0 and 281.0
+1,0,3,9,0,1,0,11.48,12.88,0.56,20,between 142.0 and 281.0
+3,1,10,14,0,1,0,24.6,31.06,0.4,11,between 142.0 and 281.0
+0,1,8,20,0,1,0,28.7,32.58,0.61,9,greater than 281.0
+0,1,7,5,0,1,2,29.52,33.34,0.51,0,between 40.0 and 142.0
+2,0,6,10,0,1,2,24.6,28.79,0.78,17,between 40.0 and 142.0
+2,1,3,3,0,1,0,21.32,25.0,0.83,6,less than 40.0
+3,0,10,4,0,1,3,20.5,24.24,0.94,13,less than 40.0
+3,0,10,12,0,1,3,21.32,25.0,0.94,22,between 40.0 and 142.0
+3,1,10,17,0,0,3,16.4,20.45,0.82,15,between 142.0 and 281.0
+2,0,4,6,0,1,2,13.94,18.18,0.87,0,less than 40.0
+1,1,2,20,0,1,0,18.04,21.97,0.62,28,between 142.0 and 281.0
+3,0,11,20,0,0,0,13.12,17.42,0.66,0,between 142.0 and 281.0
+0,0,7,2,0,0,0,27.88,31.82,0.69,6,between 40.0 and 142.0
+3,1,11,21,0,1,0,12.3,15.91,0.75,6,between 142.0 and 281.0
+3,1,12,20,0,1,0,18.86,22.73,0.88,17,greater than 281.0
+1,0,3,18,0,0,0,15.58,19.7,0.4,24,between 142.0 and 281.0
+2,1,5,3,0,1,3,23.78,27.27,0.83,9,less than 40.0
+2,0,5,16,0,1,0,20.5,24.24,0.45,31,between 142.0 and 281.0
+3,0,11,11,0,1,2,21.32,25.0,0.83,7,between 40.0 and 142.0
+2,1,3,7,0,1,0,13.12,15.91,0.57,11,greater than 281.0
+1,0,3,18,0,1,0,14.76,18.18,0.4,7,between 142.0 and 281.0
+0,1,7,5,0,1,2,27.06,29.55,0.94,9,between 40.0 and 142.0
+3,1,11,14,0,1,0,14.76,16.66,0.4,20,between 142.0 and 281.0
+1,1,2,3,0,1,0,4.92,7.58,0.54,7,less than 40.0
+2,0,6,18,0,1,0,26.24,28.79,0.83,15,greater than 281.0
+3,0,11,10,1,0,0,13.12,13.63,0.42,37,between 142.0 and 281.0
+0,1,7,21,0,1,0,31.16,35.6,0.62,13,greater than 281.0
+1,1,1,13,0,1,0,20.5,24.24,0.59,31,between 142.0 and 281.0
+3,0,11,23,0,1,0,10.66,12.88,0.52,15,between 40.0 and 142.0
+3,1,11,6,0,0,2,13.12,15.91,0.49,13,less than 40.0
+0,1,7,3,0,0,2,27.88,31.82,0.89,11,between 40.0 and 142.0
+0,0,7,21,0,1,0,31.98,37.88,0.66,19,between 142.0 and 281.0
+2,0,6,3,0,0,0,27.88,31.82,0.83,6,less than 40.0
+1,1,3,11,0,1,0,22.96,26.52,0.6,9,between 142.0 and 281.0
+2,0,4,14,0,1,2,29.52,33.34,0.54,24,between 142.0 and 281.0
+0,1,8,18,0,1,2,31.16,35.6,0.62,11,greater than 281.0
+0,0,6,13,0,0,0,30.34,32.58,0.4,19,greater than 281.0
+1,0,12,23,0,1,0,12.3,15.15,0.65,11,between 40.0 and 142.0
+3,1,12,1,0,0,2,14.76,17.42,0.93,9,between 40.0 and 142.0
+2,1,6,10,0,0,0,31.16,34.09,0.4,7,greater than 281.0
+3,1,12,9,0,0,2,16.4,20.45,0.87,17,between 40.0 and 142.0
+2,1,4,7,0,1,3,12.3,14.39,0.81,17,between 142.0 and 281.0
+0,0,7,11,0,1,0,29.52,32.58,0.37,15,between 142.0 and 281.0
+2,1,6,2,0,0,0,26.24,30.3,0.69,9,between 40.0 and 142.0
+1,1,2,12,0,1,0,16.4,20.45,0.62,19,between 142.0 and 281.0
+3,1,12,22,0,0,2,12.3,16.66,0.87,0,between 142.0 and 281.0
+0,0,9,19,0,1,2,28.7,32.58,0.7,7,greater than 281.0
+1,0,2,16,0,1,3,17.22,21.21,1.0,9,between 40.0 and 142.0
+1,1,2,8,0,0,0,3.28,3.79,0.53,17,less than 40.0
+2,1,4,12,0,0,0,26.24,31.06,0.44,19,greater than 281.0
+2,1,4,18,0,1,2,17.22,21.21,0.77,0,greater than 281.0
+2,0,5,14,0,0,0,29.52,32.58,0.42,0,greater than 281.0
+2,1,6,23,0,1,0,31.98,37.12,0.59,7,between 40.0 and 142.0
+3,1,11,5,0,1,2,12.3,14.39,0.81,15,less than 40.0
+0,0,9,12,0,1,3,22.96,26.52,0.94,0,less than 40.0
+0,0,8,9,0,0,0,28.7,32.58,0.65,0,between 142.0 and 281.0
+2,1,5,11,0,1,0,29.52,32.58,0.37,19,between 142.0 and 281.0
+2,0,4,14,0,0,0,21.32,25.0,0.34,26,greater than 281.0
+3,0,12,4,0,1,0,6.56,9.09,0.86,9,less than 40.0
+2,0,4,1,0,1,0,24.6,28.03,0.83,17,less than 40.0
+0,1,7,13,0,0,0,35.26,39.4,0.41,7,greater than 281.0
+3,1,11,15,0,1,2,17.22,21.21,0.38,7,greater than 281.0
+2,0,5,19,0,1,0,22.96,26.52,0.52,9,greater than 281.0
+0,1,7,1,0,1,3,28.7,33.34,0.89,7,less than 40.0
+2,0,5,1,0,1,0,26.24,30.3,0.73,9,less than 40.0
+2,0,4,14,0,0,2,14.76,17.42,0.81,9,between 142.0 and 281.0
+1,0,1,1,0,0,0,10.66,13.63,0.56,9,less than 40.0
+2,1,4,16,0,1,0,20.5,24.24,0.23,13,greater than 281.0
+2,1,6,11,0,1,0,28.7,31.82,0.42,17,between 142.0 and 281.0
+1,1,1,14,0,1,0,10.66,10.61,0.33,37,between 40.0 and 142.0
+2,1,4,18,0,1,3,16.4,20.45,0.43,28,greater than 281.0
+2,1,5,10,0,1,0,25.42,29.55,0.78,6,between 142.0 and 281.0
+0,1,9,17,0,0,3,23.78,27.27,0.83,13,between 142.0 and 281.0
+1,1,1,16,0,1,0,13.94,16.66,0.25,13,between 142.0 and 281.0
+0,1,9,5,0,0,0,27.88,31.82,0.79,0,less than 40.0
+0,1,9,14,0,1,3,24.6,25.76,0.94,31,between 142.0 and 281.0
+2,0,4,13,0,1,0,26.24,29.55,0.78,20,between 142.0 and 281.0
+1,0,12,12,0,1,2,10.66,13.63,0.56,7,between 40.0 and 142.0
+3,0,11,16,0,1,0,19.68,23.48,0.51,7,between 142.0 and 281.0
+1,1,3,7,0,1,0,12.3,16.66,0.7,0,between 142.0 and 281.0
+3,0,12,0,0,0,0,8.2,9.85,0.51,15,between 40.0 and 142.0
+0,0,9,22,0,1,0,22.96,26.52,0.94,0,between 142.0 and 281.0
+0,0,9,7,1,0,0,27.06,31.06,0.74,11,between 40.0 and 142.0
+3,1,11,1,0,0,2,13.94,15.15,0.49,22,between 40.0 and 142.0
+0,0,7,2,0,1,0,27.06,31.06,0.74,6,less than 40.0
+2,0,4,17,0,0,2,15.58,19.7,0.82,6,between 142.0 and 281.0
+2,1,4,4,0,1,0,15.58,19.7,0.62,17,less than 40.0
+1,0,1,7,0,0,0,0.82,0.76,0.44,19,less than 40.0
+0,0,7,4,0,0,0,29.52,34.09,0.7,0,less than 40.0
+3,0,11,6,0,1,0,12.3,16.66,0.81,0,between 40.0 and 142.0
+2,0,6,14,0,1,0,30.34,32.58,0.28,0,between 142.0 and 281.0
+3,0,12,6,0,0,0,8.2,10.61,0.59,9,less than 40.0
+2,1,4,9,0,0,2,14.76,17.42,0.81,9,between 142.0 and 281.0
+2,0,4,11,0,1,0,27.88,31.82,0.65,26,between 142.0 and 281.0
+2,0,5,13,0,1,0,30.34,34.09,0.55,9,between 142.0 and 281.0
+0,0,7,4,0,0,0,25.42,29.55,0.73,11,less than 40.0
+2,0,6,7,0,0,0,26.24,29.55,0.78,9,between 40.0 and 142.0
+0,0,8,23,0,0,0,28.7,33.34,0.74,11,between 40.0 and 142.0
+0,0,7,20,0,1,0,32.8,39.4,0.63,13,between 142.0 and 281.0
+2,0,3,13,0,1,0,20.5,24.24,0.45,15,between 40.0 and 142.0
+0,1,8,0,0,1,0,28.7,33.34,0.84,0,between 40.0 and 142.0
+0,1,7,9,0,1,2,30.34,34.85,0.7,0,greater than 281.0
+2,1,4,6,0,1,0,24.6,31.06,0.46,17,between 142.0 and 281.0
+3,0,11,14,0,0,0,18.86,22.73,0.55,13,greater than 281.0
+1,0,3,14,0,1,0,13.12,14.39,0.36,28,between 40.0 and 142.0
+0,1,7,2,0,1,2,30.34,33.34,0.51,17,less than 40.0
+2,0,6,12,0,1,0,28.7,31.82,0.34,15,between 142.0 and 281.0
+0,1,8,3,0,1,0,27.06,29.55,0.89,9,less than 40.0
+1,1,1,6,0,1,0,0.82,2.27,0.41,11,between 40.0 and 142.0
+2,1,6,13,0,1,2,24.6,31.06,0.46,11,between 142.0 and 281.0
+3,1,11,4,0,1,2,14.76,16.66,0.81,26,less than 40.0
+0,0,8,20,0,1,0,32.8,36.37,0.43,13,greater than 281.0
+0,1,7,21,0,1,0,29.52,34.09,0.7,13,greater than 281.0
+3,1,10,19,0,0,3,17.22,21.21,0.94,24,between 40.0 and 142.0
+1,0,2,0,0,1,0,5.74,6.82,0.5,13,less than 40.0
+3,1,11,0,0,0,0,9.02,10.61,0.47,17,less than 40.0
+1,0,1,8,0,1,0,9.02,10.61,0.55,19,between 142.0 and 281.0
+1,0,2,0,0,0,0,6.56,9.85,0.69,6,less than 40.0
+0,0,7,16,0,0,0,38.54,43.94,0.38,9,between 142.0 and 281.0
+1,0,3,17,0,1,0,14.76,17.42,0.27,15,between 142.0 and 281.0
+3,0,10,3,0,1,3,18.86,22.73,0.94,0,less than 40.0
+1,0,1,14,0,1,2,12.3,16.66,0.45,0,between 40.0 and 142.0
+2,0,5,1,0,1,0,27.88,31.82,0.89,6,less than 40.0
+3,0,11,6,0,1,0,9.02,12.88,0.44,6,between 40.0 and 142.0
+0,0,9,18,0,1,2,27.88,31.82,0.65,13,greater than 281.0
+2,0,3,23,0,1,2,10.66,12.12,0.38,19,less than 40.0
+1,1,3,18,0,0,0,25.42,31.06,0.57,20,greater than 281.0
+1,1,1,5,0,1,2,12.3,12.12,0.7,37,less than 40.0
+2,1,5,8,0,1,3,22.14,25.76,0.88,15,between 142.0 and 281.0
+2,1,3,6,0,1,0,18.86,22.73,0.59,17,between 40.0 and 142.0
+0,1,8,13,0,0,2,29.52,33.34,0.51,24,greater than 281.0
+0,0,9,6,0,0,0,26.24,28.79,0.84,15,less than 40.0
+0,1,9,21,0,1,0,30.34,35.6,0.74,17,between 142.0 and 281.0
+1,0,1,11,0,1,0,9.02,9.09,0.41,31,between 40.0 and 142.0
+0,0,8,5,0,1,0,25.42,29.55,0.73,19,less than 40.0
+0,1,8,13,0,0,0,32.8,37.12,0.49,24,greater than 281.0
+1,1,1,11,0,1,2,3.28,6.06,0.42,6,between 40.0 and 142.0
+1,1,12,2,0,1,3,18.86,22.73,0.94,26,less than 40.0
+1,0,1,21,0,1,2,9.84,11.37,0.6,17,between 40.0 and 142.0
+0,0,8,5,0,0,0,28.7,33.34,0.89,13,less than 40.0
+3,0,11,18,0,1,3,17.22,21.21,0.88,13,between 142.0 and 281.0
+3,1,11,10,0,0,0,13.94,16.66,0.49,13,greater than 281.0
+1,0,1,2,0,0,2,6.56,9.85,0.59,6,less than 40.0
+0,1,8,15,0,1,0,31.98,37.12,0.62,31,between 142.0 and 281.0
+3,0,12,1,0,1,0,10.66,15.15,0.75,0,less than 40.0
+0,1,8,12,0,1,2,32.8,37.88,0.55,9,greater than 281.0
+3,0,10,1,0,1,0,23.78,27.27,0.94,9,less than 40.0
+3,0,12,18,0,1,2,13.12,15.15,0.45,17,greater than 281.0
+3,0,12,23,0,1,2,18.86,22.73,0.88,9,between 40.0 and 142.0
+3,0,12,7,0,1,2,15.58,19.7,0.46,20,between 142.0 and 281.0
+1,1,2,13,0,1,0,14.76,18.18,0.32,7,between 142.0 and 281.0
+0,1,7,10,0,1,0,32.8,36.37,0.43,17,between 142.0 and 281.0
+2,0,6,19,0,1,0,33.62,40.15,0.59,9,greater than 281.0
+2,1,6,4,0,1,0,18.86,22.73,0.88,7,less than 40.0
+3,1,11,7,0,1,0,9.84,14.39,0.65,0,greater than 281.0
+1,0,3,8,0,1,2,12.3,15.15,0.56,9,between 142.0 and 281.0
+0,0,7,20,0,0,0,34.44,39.4,0.49,11,between 142.0 and 281.0
+2,1,4,2,0,0,0,21.32,25.0,0.77,9,between 40.0 and 142.0
+0,1,9,1,0,0,2,27.06,29.55,0.89,19,between 40.0 and 142.0
+3,1,10,11,0,1,0,18.86,22.73,0.36,0,between 142.0 and 281.0
+0,1,9,15,0,1,0,31.98,38.64,0.7,13,between 142.0 and 281.0
+0,0,8,8,0,1,2,27.06,30.3,0.83,0,greater than 281.0
+2,0,6,1,0,1,0,28.7,33.34,0.84,17,less than 40.0
+1,1,1,20,0,0,2,18.04,21.97,0.62,20,between 40.0 and 142.0
+2,0,6,6,0,1,0,26.24,28.79,0.89,9,between 40.0 and 142.0
+0,1,9,1,0,1,0,27.88,31.82,0.82,9,less than 40.0
+2,0,5,2,0,1,3,22.96,26.52,0.88,11,less than 40.0
+3,1,10,18,0,1,0,27.06,31.06,0.57,7,greater than 281.0
+3,0,12,13,0,1,3,18.86,22.73,1.0,13,between 40.0 and 142.0
+2,1,6,2,0,0,0,23.78,27.27,0.53,0,between 40.0 and 142.0
+3,1,11,16,0,0,0,16.4,20.45,0.4,22,greater than 281.0
+0,1,8,23,0,1,0,25.42,28.79,0.83,0,between 40.0 and 142.0
+3,0,10,8,1,0,0,21.32,25.0,0.83,0,between 142.0 and 281.0
+1,1,2,1,0,1,0,11.48,13.63,0.61,11,less than 40.0
+3,0,11,21,0,0,0,19.68,23.48,0.67,19,between 40.0 and 142.0
+1,0,2,3,0,1,0,8.2,12.88,0.86,0,less than 40.0
+3,0,11,10,0,1,2,20.5,24.24,0.63,19,between 40.0 and 142.0
+1,0,12,11,0,1,2,18.04,21.97,0.77,0,between 142.0 and 281.0
+2,1,3,21,0,1,0,14.76,17.42,0.37,11,between 142.0 and 281.0
+1,0,1,19,0,1,0,6.56,7.58,0.47,17,between 40.0 and 142.0
+2,0,3,3,0,1,0,9.02,11.37,0.44,11,less than 40.0
+3,1,11,8,0,1,2,10.66,12.12,0.6,19,greater than 281.0
+0,0,7,11,0,1,0,28.7,32.58,0.54,9,between 142.0 and 281.0
+1,0,2,15,0,0,0,14.76,18.18,0.27,6,between 142.0 and 281.0
+2,1,4,15,0,1,0,19.68,23.48,0.31,17,between 142.0 and 281.0
+1,0,12,16,0,0,0,14.76,18.18,0.57,7,between 40.0 and 142.0
+1,1,12,5,0,1,2,13.94,15.15,0.76,28,less than 40.0
+2,1,4,13,0,0,2,16.4,20.45,0.37,0,greater than 281.0
+0,1,9,16,0,1,0,27.06,31.06,0.34,22,greater than 281.0
+1,1,1,19,1,0,0,9.84,11.37,0.38,15,between 40.0 and 142.0
+0,0,9,13,1,0,2,30.34,34.85,0.7,9,greater than 281.0
+1,1,1,23,0,1,0,4.1,3.79,0.46,26,less than 40.0
+0,1,8,13,0,1,0,31.16,34.09,0.48,7,greater than 281.0
+3,1,12,18,0,0,2,13.94,18.18,0.76,0,greater than 281.0
+2,0,5,6,0,1,0,18.86,22.73,0.88,7,between 40.0 and 142.0
+3,0,11,10,0,0,0,14.76,18.94,0.81,0,between 40.0 and 142.0
+2,0,5,4,0,0,0,22.96,26.52,0.88,17,less than 40.0
+1,1,3,18,0,1,0,28.7,31.82,0.32,0,greater than 281.0
+3,1,9,3,0,1,0,24.6,28.79,0.78,0,less than 40.0
+1,0,1,13,0,1,2,8.2,9.09,0.37,19,between 40.0 and 142.0
+1,1,2,10,0,0,0,4.92,5.3,0.42,24,between 40.0 and 142.0
+0,0,6,21,0,1,0,28.7,32.58,0.65,0,between 142.0 and 281.0
+1,0,3,6,0,1,0,8.2,12.88,0.59,0,between 40.0 and 142.0
+0,1,7,4,0,1,0,27.88,31.82,0.65,7,less than 40.0
+0,0,8,12,0,0,2,28.7,33.34,0.79,15,greater than 281.0
+3,1,10,21,0,1,2,22.14,25.76,0.77,9,greater than 281.0
+1,1,12,4,0,1,0,9.02,9.85,0.69,24,less than 40.0
+1,1,2,18,0,0,0,12.3,14.39,0.52,17,between 142.0 and 281.0
+0,1,8,18,0,0,2,26.24,29.55,0.78,7,greater than 281.0
+1,1,12,0,0,1,0,9.02,13.63,0.69,0,less than 40.0
+2,0,6,17,0,1,0,32.8,36.37,0.43,17,greater than 281.0
+2,0,4,23,0,0,0,13.12,15.91,0.61,11,between 40.0 and 142.0
+1,1,1,2,0,0,3,5.74,10.61,0.86,0,less than 40.0
+3,0,12,22,0,1,0,21.32,25.0,0.63,22,between 40.0 and 142.0
+0,0,7,13,0,0,0,38.54,43.94,0.38,11,between 142.0 and 281.0
+2,0,5,4,0,1,0,19.68,23.48,0.94,0,less than 40.0
+1,0,2,16,0,1,3,15.58,19.7,0.62,19,between 40.0 and 142.0
+0,0,8,7,0,0,2,27.06,31.06,0.74,13,between 40.0 and 142.0
+0,1,8,12,0,1,2,31.16,34.09,0.45,6,greater than 281.0
+2,0,6,19,0,0,2,28.7,31.82,0.39,6,greater than 281.0
+2,0,6,17,0,0,2,31.16,34.09,0.48,11,greater than 281.0
+2,0,4,1,0,1,0,16.4,20.45,0.56,24,less than 40.0
+2,0,4,22,0,0,2,23.78,27.27,0.78,17,between 142.0 and 281.0
+1,0,12,8,0,0,0,8.2,10.61,0.8,11,less than 40.0
+1,1,2,2,0,1,0,5.74,6.82,0.46,13,less than 40.0
+1,0,3,19,0,1,2,18.04,21.97,0.51,22,between 142.0 and 281.0
+2,0,5,18,0,1,2,29.52,34.09,0.62,20,greater than 281.0
+3,0,11,18,0,1,2,16.4,20.45,0.82,20,greater than 281.0
+3,1,10,14,0,1,0,24.6,29.55,0.73,9,greater than 281.0
+1,0,1,6,0,1,0,0.82,3.79,0.48,6,less than 40.0
+1,0,2,0,0,0,0,10.66,12.88,0.7,13,less than 40.0
+3,0,10,15,0,1,0,25.42,31.06,0.5,13,between 142.0 and 281.0
+2,0,4,10,0,1,0,20.5,24.24,0.51,13,between 40.0 and 142.0
+1,1,3,3,0,1,3,21.32,25.0,0.72,20,less than 40.0
+2,0,6,20,0,1,0,27.06,31.06,0.44,11,greater than 281.0
+2,0,6,7,0,1,0,22.14,25.76,0.45,17,between 142.0 and 281.0
+1,1,2,19,0,1,2,14.76,17.42,0.5,11,greater than 281.0
+1,1,3,5,0,0,2,16.4,20.45,0.94,7,less than 40.0
+1,1,2,0,0,0,0,9.84,10.61,0.41,24,between 40.0 and 142.0
+2,0,3,23,0,1,3,9.84,10.61,0.93,19,less than 40.0
+1,1,3,2,0,0,2,18.04,21.97,0.88,0,between 40.0 and 142.0
+3,1,12,5,0,1,0,10.66,12.88,0.6,13,less than 40.0
+3,0,12,12,0,0,0,10.66,15.15,0.35,0,greater than 281.0
+2,1,3,17,0,1,0,27.06,31.06,0.65,11,greater than 281.0
+0,1,8,14,0,1,0,31.16,34.09,0.4,6,greater than 281.0
+1,1,3,10,0,1,0,21.32,25.0,0.68,7,between 142.0 and 281.0
+3,0,11,17,0,0,0,20.5,24.24,0.34,17,greater than 281.0
+2,0,5,3,0,1,0,14.76,18.18,0.71,7,less than 40.0
+2,0,6,2,0,1,2,29.52,35.6,0.84,11,less than 40.0
+3,1,10,22,0,1,0,16.4,20.45,0.47,20,between 142.0 and 281.0
+2,1,5,8,0,1,2,24.6,29.55,0.73,11,greater than 281.0
+1,0,3,12,0,1,0,16.4,20.45,0.43,13,between 40.0 and 142.0
+1,1,1,20,0,1,2,8.2,9.85,0.4,13,between 40.0 and 142.0
+1,1,3,5,0,1,0,17.22,21.21,0.77,15,less than 40.0
+3,0,11,9,0,1,0,13.94,18.18,0.93,0,between 142.0 and 281.0
+3,1,12,2,0,1,2,15.58,19.7,0.94,0,less than 40.0
+2,1,3,13,0,1,0,19.68,23.48,0.29,46,greater than 281.0
+0,0,6,19,0,1,2,32.8,37.12,0.52,17,greater than 281.0
+2,0,5,17,0,1,0,30.34,33.34,0.51,15,greater than 281.0
+0,0,7,6,0,0,0,29.52,34.09,0.7,20,less than 40.0
+1,1,2,23,0,1,0,14.76,17.42,0.4,13,between 40.0 and 142.0
+3,1,11,7,0,1,0,10.66,13.63,0.65,9,greater than 281.0
+1,0,2,7,0,1,0,3.28,8.33,0.73,0,between 40.0 and 142.0
+1,1,2,5,0,1,0,10.66,14.39,0.75,6,less than 40.0
+3,0,9,17,0,1,0,28.7,32.58,0.7,15,greater than 281.0
+3,0,11,6,0,1,0,12.3,16.66,0.87,0,between 40.0 and 142.0
+3,1,12,22,0,1,3,13.94,16.66,0.87,13,less than 40.0
+1,1,1,20,0,0,0,6.56,9.09,0.37,7,between 40.0 and 142.0
+3,1,10,20,0,0,0,19.68,23.48,0.44,13,between 142.0 and 281.0
+1,0,2,4,0,0,0,10.66,11.37,0.6,24,less than 40.0
+1,1,3,3,0,0,2,18.04,21.97,0.88,0,less than 40.0
+1,1,12,8,1,0,2,9.84,14.39,0.87,0,less than 40.0
+1,0,1,15,0,0,0,4.92,7.58,0.28,0,between 40.0 and 142.0
+0,1,8,17,0,1,0,31.98,34.09,0.35,15,greater than 281.0
+2,0,5,18,0,1,0,17.22,21.21,0.67,17,greater than 281.0
+1,0,2,6,0,0,0,10.66,12.88,0.6,15,less than 40.0
+3,0,12,6,0,1,2,18.04,21.97,0.94,19,between 40.0 and 142.0
+0,0,7,1,0,0,0,28.7,32.58,0.61,9,between 40.0 and 142.0
+2,0,4,14,0,1,3,13.94,15.91,0.87,17,less than 40.0
+3,0,11,4,0,0,2,16.4,20.45,0.71,19,less than 40.0
+1,1,2,12,0,0,0,5.74,3.79,0.39,43,between 40.0 and 142.0
+0,1,7,0,0,1,0,28.7,33.34,0.74,6,between 40.0 and 142.0
+1,1,2,22,0,1,2,9.84,12.12,0.87,9,between 40.0 and 142.0
+2,0,4,10,0,1,2,20.5,24.24,0.72,15,between 40.0 and 142.0
+1,1,2,17,0,0,0,14.76,17.42,0.32,15,greater than 281.0
+0,0,7,13,0,1,0,33.62,37.12,0.43,7,between 142.0 and 281.0
+1,0,2,19,0,1,0,11.48,14.39,0.26,9,between 142.0 and 281.0
+2,0,4,15,0,0,0,22.96,26.52,0.37,9,greater than 281.0
+3,1,10,9,0,1,2,21.32,25.0,0.63,0,greater than 281.0
+0,0,7,15,0,1,0,36.08,37.88,0.28,22,between 142.0 and 281.0
+0,0,7,0,0,1,2,31.98,35.6,0.52,11,between 40.0 and 142.0
+3,0,10,16,0,0,0,25.42,31.06,0.29,26,greater than 281.0
+3,1,11,21,0,1,2,15.58,19.7,0.54,9,between 142.0 and 281.0
+2,1,4,11,0,0,2,15.58,19.7,0.4,7,greater than 281.0
+2,0,5,11,0,1,2,30.34,34.09,0.55,22,between 142.0 and 281.0
+3,0,11,1,0,1,0,13.94,15.15,0.66,22,less than 40.0
+1,1,1,21,0,1,0,13.12,16.66,0.66,6,between 40.0 and 142.0
+0,1,9,16,0,1,0,28.7,32.58,0.54,13,greater than 281.0
+0,1,6,8,0,1,2,30.34,34.09,0.55,7,greater than 281.0
+2,1,3,3,0,1,0,23.78,27.27,0.28,17,less than 40.0
+1,0,2,11,0,0,3,9.02,11.37,1.0,9,between 40.0 and 142.0
+1,0,1,19,0,0,0,5.74,6.06,0.36,17,less than 40.0
+0,0,9,23,0,1,0,26.24,30.3,0.65,17,between 40.0 and 142.0
+3,1,9,0,0,1,0,18.86,22.73,0.63,13,between 40.0 and 142.0
+3,1,10,0,0,1,0,16.4,20.45,0.66,7,between 40.0 and 142.0
+1,0,2,9,0,1,0,4.92,5.3,0.42,24,between 40.0 and 142.0
+3,0,11,20,0,1,0,14.76,16.66,0.62,26,between 40.0 and 142.0
+0,1,9,4,0,1,0,28.7,33.34,0.79,19,less than 40.0
+3,1,12,15,0,1,0,17.22,21.21,0.5,19,between 142.0 and 281.0
+1,0,3,12,0,1,0,13.12,15.15,0.43,11,between 40.0 and 142.0
+1,0,1,8,0,1,2,9.84,12.88,0.93,7,between 142.0 and 281.0
+3,0,11,14,0,1,2,15.58,19.7,0.43,24,between 40.0 and 142.0
+3,1,12,8,0,1,2,18.04,21.97,0.58,19,greater than 281.0
+3,1,9,6,0,0,0,20.5,24.24,0.63,17,less than 40.0
+1,1,2,10,0,1,2,10.66,13.63,0.48,9,between 40.0 and 142.0
+1,0,1,14,0,1,2,7.38,9.85,0.55,9,between 40.0 and 142.0
+1,0,3,17,0,0,0,18.86,22.73,0.44,22,between 142.0 and 281.0
+1,0,1,4,1,0,2,7.38,9.85,0.43,9,less than 40.0
+1,1,1,16,0,1,2,9.84,12.12,0.93,11,between 40.0 and 142.0
+0,1,8,15,0,1,0,35.26,12.12,0.3,31,greater than 281.0
+0,1,9,17,0,1,0,28.7,31.82,0.41,20,greater than 281.0
+3,1,10,11,0,0,0,22.14,25.76,0.52,15,greater than 281.0
+0,1,9,12,0,1,2,25.42,30.3,0.69,13,greater than 281.0
+0,0,7,22,0,0,0,32.8,38.64,0.59,13,between 40.0 and 142.0
+0,0,8,3,0,1,0,25.42,29.55,0.73,15,less than 40.0
+2,0,5,20,0,0,0,28.7,33.34,0.79,13,between 142.0 and 281.0
+0,0,8,14,0,1,0,31.98,36.37,0.55,13,between 142.0 and 281.0
+2,1,6,23,0,0,0,29.52,33.34,0.58,7,between 40.0 and 142.0
+0,1,9,19,0,1,0,27.88,31.82,0.57,11,greater than 281.0
+2,0,6,14,0,0,0,33.62,38.64,0.49,7,greater than 281.0
+0,1,8,21,0,1,0,31.16,35.6,0.58,13,greater than 281.0
+1,0,2,9,0,1,0,9.84,9.85,0.52,33,between 40.0 and 142.0
+0,0,7,2,0,1,0,28.7,33.34,0.79,6,less than 40.0
+3,0,10,22,0,1,0,20.5,24.24,0.68,0,between 142.0 and 281.0
+0,0,7,22,0,0,0,30.34,34.85,0.66,15,between 142.0 and 281.0
+1,0,2,2,0,1,0,7.38,8.33,0.43,17,less than 40.0
+1,1,12,10,0,0,3,10.66,12.12,0.81,9,between 40.0 and 142.0
+1,1,2,20,0,1,0,13.94,15.91,0.53,17,between 142.0 and 281.0
+0,0,7,18,0,1,0,29.52,32.58,0.42,13,greater than 281.0
+1,0,1,6,0,1,2,9.02,12.88,0.93,6,less than 40.0
+3,0,12,21,0,0,0,8.2,10.61,0.75,11,between 40.0 and 142.0
+1,0,1,19,0,1,0,6.56,9.85,0.59,6,between 40.0 and 142.0
+3,1,12,7,0,1,0,9.84,11.37,0.6,15,greater than 281.0
+1,0,1,11,0,1,2,6.56,7.58,0.59,13,between 40.0 and 142.0
+0,0,9,2,0,0,0,18.86,22.73,0.82,6,between 40.0 and 142.0
+2,0,6,10,0,1,0,29.52,33.34,0.51,15,between 40.0 and 142.0
+2,1,5,10,0,1,2,21.32,25.0,0.77,0,between 142.0 and 281.0
+1,0,1,21,1,0,3,6.56,7.58,0.8,13,less than 40.0
+1,1,3,8,0,1,0,18.04,21.97,0.77,26,greater than 281.0
+2,0,5,17,0,0,0,23.78,27.27,0.4,15,greater than 281.0
+2,0,3,5,0,1,2,16.4,20.45,0.87,9,less than 40.0
+2,1,6,14,0,0,0,26.24,31.06,0.38,20,greater than 281.0
+3,0,9,3,0,1,2,24.6,25.0,1.0,0,less than 40.0
+3,1,9,14,0,0,0,24.6,31.06,0.38,13,greater than 281.0
+2,0,5,21,0,1,0,22.96,26.52,0.64,7,between 142.0 and 281.0
+3,0,9,10,0,1,2,26.24,28.79,0.89,13,between 142.0 and 281.0
+3,1,10,8,0,1,2,22.14,25.76,0.94,7,greater than 281.0
+3,0,9,7,0,1,3,24.6,25.76,0.94,11,between 142.0 and 281.0
+1,0,12,19,0,1,0,13.94,16.66,0.87,11,between 40.0 and 142.0
+0,1,8,14,0,1,0,33.62,37.12,0.41,15,between 142.0 and 281.0
+0,0,7,22,0,1,0,27.06,31.06,0.57,15,between 142.0 and 281.0
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classification/grinsztajn/cat_reg/Brazilian_houses/metadata.json

@@ -0,0 +1,29 @@
+{
+  "dataset": "Brazilian_houses",
+  "benchmark": "grinsztajn",
+  "sub_benchmark": "cat_reg",
+  "task_type": "reg",
+  "data_type": "cat",
+  "target_column": "total_(BRL)",
+  "label_values": [
+    "between 8.183816149962805 and 8.820108644508608",
+    "less than 7.631795300947665",
+    "between 7.631795300947665 and 8.183816149962805",
+    "greater than 8.820108644508608"
+  ],
+  "num_labels": 4,
+  "train_samples": 8998,
+  "test_samples": 1002,
+  "train_label_distribution": {
+    "less than 7.631795300947665": 2250,
+    "between 7.631795300947665 and 8.183816149962805": 2249,
+    "greater than 8.820108644508608": 2251,
+    "between 8.183816149962805 and 8.820108644508608": 2248
+  },
+  "test_label_distribution": {
+    "between 8.183816149962805 and 8.820108644508608": 250,
+    "less than 7.631795300947665": 251,
+    "between 7.631795300947665 and 8.183816149962805": 250,
+    "greater than 8.820108644508608": 251
+  }
+}

classification/grinsztajn/cat_reg/Brazilian_houses/test.csv

@@ -0,0 +1,1003 @@
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classification/grinsztajn/cat_reg/Mercedes_Benz_Greener_Manufacturing/metadata.json

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+}

classification/grinsztajn/cat_reg/Mercedes_Benz_Greener_Manufacturing/train.jsonl

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+size 20576663

classification/grinsztajn/cat_reg/OnlineNewsPopularity/metadata.json

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+{
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