Datasets:
Delete README.md
Browse files
README.md
DELETED
@@ -1,1210 +0,0 @@
|
|
1 |
-
---
|
2 |
-
dataset_info:
|
3 |
-
- config_name: abalone
|
4 |
-
features:
|
5 |
-
- name: instance
|
6 |
-
dtype: int64
|
7 |
-
- name: Length
|
8 |
-
dtype: float64
|
9 |
-
- name: Diameter
|
10 |
-
dtype: float64
|
11 |
-
- name: Height
|
12 |
-
dtype: float64
|
13 |
-
- name: Whole_weight
|
14 |
-
dtype: float64
|
15 |
-
- name: Shucked_weight
|
16 |
-
dtype: float64
|
17 |
-
- name: Viscera_weight
|
18 |
-
dtype: float64
|
19 |
-
- name: Shell_weight
|
20 |
-
dtype: float64
|
21 |
-
- name: Sex_F
|
22 |
-
dtype: int64
|
23 |
-
- name: Sex_I
|
24 |
-
dtype: int64
|
25 |
-
- name: Sex_M
|
26 |
-
dtype: int64
|
27 |
-
- name: real
|
28 |
-
dtype: int64
|
29 |
-
- name: prediction
|
30 |
-
dtype: float64
|
31 |
-
- name: model
|
32 |
-
dtype: string
|
33 |
-
- name: cpu_training_time
|
34 |
-
dtype: int64
|
35 |
-
- name: cpu_prediction_time
|
36 |
-
dtype: int64
|
37 |
-
- name: memory_usage
|
38 |
-
dtype: int64
|
39 |
-
- name: max_depth
|
40 |
-
dtype: int64
|
41 |
-
- name: learning_rate
|
42 |
-
dtype: float64
|
43 |
-
- name: n_estimators
|
44 |
-
dtype: int64
|
45 |
-
- name: __index_level_0__
|
46 |
-
dtype: int64
|
47 |
-
splits:
|
48 |
-
- name: train
|
49 |
-
num_bytes: 40082400
|
50 |
-
num_examples: 224145
|
51 |
-
- name: validation
|
52 |
-
num_bytes: 5700000
|
53 |
-
num_examples: 31875
|
54 |
-
- name: test
|
55 |
-
num_bytes: 11400000
|
56 |
-
num_examples: 63750
|
57 |
-
download_size: 13583882
|
58 |
-
dataset_size: 57182400
|
59 |
-
- config_name: auction_verification
|
60 |
-
features:
|
61 |
-
- name: instance
|
62 |
-
dtype: int64
|
63 |
-
- name: process_b1_capacity
|
64 |
-
dtype: int64
|
65 |
-
- name: process_b2_capacity
|
66 |
-
dtype: int64
|
67 |
-
- name: process_b3_capacity
|
68 |
-
dtype: int64
|
69 |
-
- name: process_b4_capacity
|
70 |
-
dtype: int64
|
71 |
-
- name: property_price
|
72 |
-
dtype: int64
|
73 |
-
- name: property_product
|
74 |
-
dtype: int64
|
75 |
-
- name: property_winner
|
76 |
-
dtype: int64
|
77 |
-
- name: real
|
78 |
-
dtype: float64
|
79 |
-
- name: prediction
|
80 |
-
dtype: float64
|
81 |
-
- name: model
|
82 |
-
dtype: string
|
83 |
-
- name: cpu_training_time
|
84 |
-
dtype: int64
|
85 |
-
- name: cpu_prediction_time
|
86 |
-
dtype: int64
|
87 |
-
- name: memory_usage
|
88 |
-
dtype: int64
|
89 |
-
- name: max_depth
|
90 |
-
dtype: int64
|
91 |
-
- name: learning_rate
|
92 |
-
dtype: float64
|
93 |
-
- name: n_estimators
|
94 |
-
dtype: int64
|
95 |
-
- name: __index_level_0__
|
96 |
-
dtype: int64
|
97 |
-
splits:
|
98 |
-
- name: train
|
99 |
-
num_bytes: 16976400
|
100 |
-
num_examples: 109650
|
101 |
-
- name: validation
|
102 |
-
num_bytes: 2408280
|
103 |
-
num_examples: 15555
|
104 |
-
- name: test
|
105 |
-
num_bytes: 4816560
|
106 |
-
num_examples: 31110
|
107 |
-
download_size: 4058182
|
108 |
-
dataset_size: 24201240
|
109 |
-
- config_name: bng_echoMonths
|
110 |
-
features:
|
111 |
-
- name: instance
|
112 |
-
dtype: int64
|
113 |
-
- name: still_alive
|
114 |
-
dtype: float64
|
115 |
-
- name: age
|
116 |
-
dtype: float64
|
117 |
-
- name: pericardial
|
118 |
-
dtype: float64
|
119 |
-
- name: fractional
|
120 |
-
dtype: float64
|
121 |
-
- name: epss
|
122 |
-
dtype: float64
|
123 |
-
- name: lvdd
|
124 |
-
dtype: float64
|
125 |
-
- name: wall_score
|
126 |
-
dtype: float64
|
127 |
-
- name: wall_index
|
128 |
-
dtype: float64
|
129 |
-
- name: alive_at_1
|
130 |
-
dtype: float64
|
131 |
-
- name: real
|
132 |
-
dtype: float64
|
133 |
-
- name: prediction
|
134 |
-
dtype: float64
|
135 |
-
- name: model
|
136 |
-
dtype: string
|
137 |
-
- name: cpu_training_time
|
138 |
-
dtype: int64
|
139 |
-
- name: cpu_prediction_time
|
140 |
-
dtype: int64
|
141 |
-
- name: memory_usage
|
142 |
-
dtype: int64
|
143 |
-
- name: max_depth
|
144 |
-
dtype: int64
|
145 |
-
- name: learning_rate
|
146 |
-
dtype: float64
|
147 |
-
- name: n_estimators
|
148 |
-
dtype: int64
|
149 |
-
- name: __index_level_0__
|
150 |
-
dtype: int64
|
151 |
-
splits:
|
152 |
-
- name: train
|
153 |
-
num_bytes: 160126560
|
154 |
-
num_examples: 937380
|
155 |
-
- name: validation
|
156 |
-
num_bytes: 22825440
|
157 |
-
num_examples: 133620
|
158 |
-
- name: test
|
159 |
-
num_bytes: 45694440
|
160 |
-
num_examples: 267495
|
161 |
-
download_size: 98469993
|
162 |
-
dataset_size: 228646440
|
163 |
-
- config_name: california_housing
|
164 |
-
features:
|
165 |
-
- name: instance
|
166 |
-
dtype: int64
|
167 |
-
- name: MedInc
|
168 |
-
dtype: float64
|
169 |
-
- name: HouseAge
|
170 |
-
dtype: float64
|
171 |
-
- name: AveRooms
|
172 |
-
dtype: float64
|
173 |
-
- name: AveBedrms
|
174 |
-
dtype: float64
|
175 |
-
- name: Population
|
176 |
-
dtype: float64
|
177 |
-
- name: AveOccup
|
178 |
-
dtype: float64
|
179 |
-
- name: Latitude
|
180 |
-
dtype: float64
|
181 |
-
- name: Longitude
|
182 |
-
dtype: float64
|
183 |
-
- name: real
|
184 |
-
dtype: float64
|
185 |
-
- name: prediction
|
186 |
-
dtype: float64
|
187 |
-
- name: model
|
188 |
-
dtype: string
|
189 |
-
- name: cpu_training_time
|
190 |
-
dtype: int64
|
191 |
-
- name: cpu_prediction_time
|
192 |
-
dtype: int64
|
193 |
-
- name: memory_usage
|
194 |
-
dtype: int64
|
195 |
-
- name: max_depth
|
196 |
-
dtype: int64
|
197 |
-
- name: learning_rate
|
198 |
-
dtype: float64
|
199 |
-
- name: n_estimators
|
200 |
-
dtype: int64
|
201 |
-
- name: __index_level_0__
|
202 |
-
dtype: int64
|
203 |
-
splits:
|
204 |
-
- name: train
|
205 |
-
num_bytes: 179989200
|
206 |
-
num_examples: 1105425
|
207 |
-
- name: validation
|
208 |
-
num_bytes: 25700880
|
209 |
-
num_examples: 157845
|
210 |
-
- name: test
|
211 |
-
num_bytes: 51401760
|
212 |
-
num_examples: 315690
|
213 |
-
download_size: 116663961
|
214 |
-
dataset_size: 257091840
|
215 |
-
- config_name: infrared
|
216 |
-
features:
|
217 |
-
- name: instance
|
218 |
-
dtype: int64
|
219 |
-
- name: T_atm
|
220 |
-
dtype: float64
|
221 |
-
- name: Humidity
|
222 |
-
dtype: float64
|
223 |
-
- name: Distance
|
224 |
-
dtype: float64
|
225 |
-
- name: T_offset1
|
226 |
-
dtype: float64
|
227 |
-
- name: Max1R13_1
|
228 |
-
dtype: float64
|
229 |
-
- name: Max1L13_1
|
230 |
-
dtype: float64
|
231 |
-
- name: aveAllR13_1
|
232 |
-
dtype: float64
|
233 |
-
- name: aveAllL13_1
|
234 |
-
dtype: float64
|
235 |
-
- name: T_RC1
|
236 |
-
dtype: float64
|
237 |
-
- name: T_RC_Dry1
|
238 |
-
dtype: float64
|
239 |
-
- name: T_RC_Wet1
|
240 |
-
dtype: float64
|
241 |
-
- name: T_RC_Max1
|
242 |
-
dtype: float64
|
243 |
-
- name: T_LC1
|
244 |
-
dtype: float64
|
245 |
-
- name: T_LC_Dry1
|
246 |
-
dtype: float64
|
247 |
-
- name: T_LC_Wet1
|
248 |
-
dtype: float64
|
249 |
-
- name: T_LC_Max1
|
250 |
-
dtype: float64
|
251 |
-
- name: RCC1
|
252 |
-
dtype: float64
|
253 |
-
- name: LCC1
|
254 |
-
dtype: float64
|
255 |
-
- name: canthiMax1
|
256 |
-
dtype: float64
|
257 |
-
- name: canthi4Max1
|
258 |
-
dtype: float64
|
259 |
-
- name: T_FHCC1
|
260 |
-
dtype: float64
|
261 |
-
- name: T_FHRC1
|
262 |
-
dtype: float64
|
263 |
-
- name: T_FHLC1
|
264 |
-
dtype: float64
|
265 |
-
- name: T_FHBC1
|
266 |
-
dtype: float64
|
267 |
-
- name: T_FHTC1
|
268 |
-
dtype: float64
|
269 |
-
- name: T_FH_Max1
|
270 |
-
dtype: float64
|
271 |
-
- name: T_FHC_Max1
|
272 |
-
dtype: float64
|
273 |
-
- name: T_Max1
|
274 |
-
dtype: float64
|
275 |
-
- name: T_OR1
|
276 |
-
dtype: float64
|
277 |
-
- name: T_OR_Max1
|
278 |
-
dtype: float64
|
279 |
-
- name: Gender_Female
|
280 |
-
dtype: int64
|
281 |
-
- name: Gender_Male
|
282 |
-
dtype: int64
|
283 |
-
- name: AgeBracket1
|
284 |
-
dtype: int64
|
285 |
-
- name: AgeBracket2
|
286 |
-
dtype: int64
|
287 |
-
- name: AgeBracket3
|
288 |
-
dtype: int64
|
289 |
-
- name: AgeBracket4
|
290 |
-
dtype: int64
|
291 |
-
- name: AgeBracket5
|
292 |
-
dtype: int64
|
293 |
-
- name: AgeBracket6
|
294 |
-
dtype: int64
|
295 |
-
- name: AgeBracket7
|
296 |
-
dtype: int64
|
297 |
-
- name: EthnicityAI_AN
|
298 |
-
dtype: int64
|
299 |
-
- name: Ethnicity_Asian
|
300 |
-
dtype: int64
|
301 |
-
- name: EthnicityBl_AA
|
302 |
-
dtype: int64
|
303 |
-
- name: EthnicityHs_Lat
|
304 |
-
dtype: int64
|
305 |
-
- name: EthnicityMR
|
306 |
-
dtype: int64
|
307 |
-
- name: Ethnicity_White
|
308 |
-
dtype: int64
|
309 |
-
- name: real
|
310 |
-
dtype: float64
|
311 |
-
- name: prediction
|
312 |
-
dtype: float64
|
313 |
-
- name: model
|
314 |
-
dtype: string
|
315 |
-
- name: cpu_training_time
|
316 |
-
dtype: int64
|
317 |
-
- name: cpu_prediction_time
|
318 |
-
dtype: int64
|
319 |
-
- name: memory_usage
|
320 |
-
dtype: int64
|
321 |
-
- name: max_depth
|
322 |
-
dtype: int64
|
323 |
-
- name: learning_rate
|
324 |
-
dtype: float64
|
325 |
-
- name: n_estimators
|
326 |
-
dtype: int64
|
327 |
-
- name: __index_level_0__
|
328 |
-
dtype: int64
|
329 |
-
splits:
|
330 |
-
- name: train
|
331 |
-
num_bytes: 24921000
|
332 |
-
num_examples: 54315
|
333 |
-
- name: validation
|
334 |
-
num_bytes: 3510000
|
335 |
-
num_examples: 7650
|
336 |
-
- name: test
|
337 |
-
num_bytes: 7020000
|
338 |
-
num_examples: 15300
|
339 |
-
download_size: 4800056
|
340 |
-
dataset_size: 35451000
|
341 |
-
- config_name: life_expectancy
|
342 |
-
features:
|
343 |
-
- name: instance
|
344 |
-
dtype: int64
|
345 |
-
- name: Year
|
346 |
-
dtype: int64
|
347 |
-
- name: Adult_Mortality
|
348 |
-
dtype: float64
|
349 |
-
- name: infant_deaths
|
350 |
-
dtype: int64
|
351 |
-
- name: Alcohol
|
352 |
-
dtype: float64
|
353 |
-
- name: percentage_expenditure
|
354 |
-
dtype: float64
|
355 |
-
- name: Hepatitis_B
|
356 |
-
dtype: float64
|
357 |
-
- name: Measles
|
358 |
-
dtype: int64
|
359 |
-
- name: BMI
|
360 |
-
dtype: float64
|
361 |
-
- name: under_five_deaths
|
362 |
-
dtype: int64
|
363 |
-
- name: Polio
|
364 |
-
dtype: float64
|
365 |
-
- name: Total_expenditure
|
366 |
-
dtype: float64
|
367 |
-
- name: Diphtheria
|
368 |
-
dtype: float64
|
369 |
-
- name: HIV_AIDS
|
370 |
-
dtype: float64
|
371 |
-
- name: GDP
|
372 |
-
dtype: float64
|
373 |
-
- name: Population
|
374 |
-
dtype: float64
|
375 |
-
- name: thinness_AgeBracket2
|
376 |
-
dtype: float64
|
377 |
-
- name: thinness_AgeBracket1
|
378 |
-
dtype: float64
|
379 |
-
- name: Income_composition_of_resources
|
380 |
-
dtype: float64
|
381 |
-
- name: Schooling
|
382 |
-
dtype: float64
|
383 |
-
- name: Country_Afghanistan
|
384 |
-
dtype: int64
|
385 |
-
- name: Country_Albania
|
386 |
-
dtype: int64
|
387 |
-
- name: Country_Algeria
|
388 |
-
dtype: int64
|
389 |
-
- name: Country_Angola
|
390 |
-
dtype: int64
|
391 |
-
- name: Country_Antigua and Barbuda
|
392 |
-
dtype: int64
|
393 |
-
- name: Country_Argentina
|
394 |
-
dtype: int64
|
395 |
-
- name: Country_Armenia
|
396 |
-
dtype: int64
|
397 |
-
- name: Country_Australia
|
398 |
-
dtype: int64
|
399 |
-
- name: Country_Austria
|
400 |
-
dtype: int64
|
401 |
-
- name: Country_Azerbaijan
|
402 |
-
dtype: int64
|
403 |
-
- name: Country_Bahamas
|
404 |
-
dtype: int64
|
405 |
-
- name: Country_Bahrain
|
406 |
-
dtype: int64
|
407 |
-
- name: Country_Bangladesh
|
408 |
-
dtype: int64
|
409 |
-
- name: Country_Barbados
|
410 |
-
dtype: int64
|
411 |
-
- name: Country_Belarus
|
412 |
-
dtype: int64
|
413 |
-
- name: Country_Belgium
|
414 |
-
dtype: int64
|
415 |
-
- name: Country_Belize
|
416 |
-
dtype: int64
|
417 |
-
- name: Country_Benin
|
418 |
-
dtype: int64
|
419 |
-
- name: Country_Bhutan
|
420 |
-
dtype: int64
|
421 |
-
- name: Country_Bolivia (Plurinational State of)
|
422 |
-
dtype: int64
|
423 |
-
- name: Country_Bosnia and Herzegovina
|
424 |
-
dtype: int64
|
425 |
-
- name: Country_Botswana
|
426 |
-
dtype: int64
|
427 |
-
- name: Country_Brazil
|
428 |
-
dtype: int64
|
429 |
-
- name: Country_Brunei Darussalam
|
430 |
-
dtype: int64
|
431 |
-
- name: Country_Bulgaria
|
432 |
-
dtype: int64
|
433 |
-
- name: Country_Burkina Faso
|
434 |
-
dtype: int64
|
435 |
-
- name: Country_Burundi
|
436 |
-
dtype: int64
|
437 |
-
- name: Country_Cabo Verde
|
438 |
-
dtype: int64
|
439 |
-
- name: Country_Cambodia
|
440 |
-
dtype: int64
|
441 |
-
- name: Country_Cameroon
|
442 |
-
dtype: int64
|
443 |
-
- name: Country_Canada
|
444 |
-
dtype: int64
|
445 |
-
- name: Country_Central African Republic
|
446 |
-
dtype: int64
|
447 |
-
- name: Country_Chad
|
448 |
-
dtype: int64
|
449 |
-
- name: Country_Chile
|
450 |
-
dtype: int64
|
451 |
-
- name: Country_China
|
452 |
-
dtype: int64
|
453 |
-
- name: Country_Colombia
|
454 |
-
dtype: int64
|
455 |
-
- name: Country_Comoros
|
456 |
-
dtype: int64
|
457 |
-
- name: Country_Congo
|
458 |
-
dtype: int64
|
459 |
-
- name: Country_Cook Islands
|
460 |
-
dtype: int64
|
461 |
-
- name: Country_Costa Rica
|
462 |
-
dtype: int64
|
463 |
-
- name: Country_Croatia
|
464 |
-
dtype: int64
|
465 |
-
- name: Country_Cuba
|
466 |
-
dtype: int64
|
467 |
-
- name: Country_Cyprus
|
468 |
-
dtype: int64
|
469 |
-
- name: Country_Czechia
|
470 |
-
dtype: int64
|
471 |
-
- name: Country_Côte d'Ivoire
|
472 |
-
dtype: int64
|
473 |
-
- name: Country_Democratic People's Republic of Korea
|
474 |
-
dtype: int64
|
475 |
-
- name: Country_Democratic Republic of the Congo
|
476 |
-
dtype: int64
|
477 |
-
- name: Country_Denmark
|
478 |
-
dtype: int64
|
479 |
-
- name: Country_Djibouti
|
480 |
-
dtype: int64
|
481 |
-
- name: Country_Dominica
|
482 |
-
dtype: int64
|
483 |
-
- name: Country_Dominican Republic
|
484 |
-
dtype: int64
|
485 |
-
- name: Country_Ecuador
|
486 |
-
dtype: int64
|
487 |
-
- name: Country_Egypt
|
488 |
-
dtype: int64
|
489 |
-
- name: Country_El Salvador
|
490 |
-
dtype: int64
|
491 |
-
- name: Country_Equatorial Guinea
|
492 |
-
dtype: int64
|
493 |
-
- name: Country_Eritrea
|
494 |
-
dtype: int64
|
495 |
-
- name: Country_Estonia
|
496 |
-
dtype: int64
|
497 |
-
- name: Country_Ethiopia
|
498 |
-
dtype: int64
|
499 |
-
- name: Country_Fiji
|
500 |
-
dtype: int64
|
501 |
-
- name: Country_Finland
|
502 |
-
dtype: int64
|
503 |
-
- name: Country_France
|
504 |
-
dtype: int64
|
505 |
-
- name: Country_Gabon
|
506 |
-
dtype: int64
|
507 |
-
- name: Country_Gambia
|
508 |
-
dtype: int64
|
509 |
-
- name: Country_Georgia
|
510 |
-
dtype: int64
|
511 |
-
- name: Country_Germany
|
512 |
-
dtype: int64
|
513 |
-
- name: Country_Ghana
|
514 |
-
dtype: int64
|
515 |
-
- name: Country_Greece
|
516 |
-
dtype: int64
|
517 |
-
- name: Country_Grenada
|
518 |
-
dtype: int64
|
519 |
-
- name: Country_Guatemala
|
520 |
-
dtype: int64
|
521 |
-
- name: Country_Guinea
|
522 |
-
dtype: int64
|
523 |
-
- name: Country_Guinea-Bissau
|
524 |
-
dtype: int64
|
525 |
-
- name: Country_Guyana
|
526 |
-
dtype: int64
|
527 |
-
- name: Country_Haiti
|
528 |
-
dtype: int64
|
529 |
-
- name: Country_Honduras
|
530 |
-
dtype: int64
|
531 |
-
- name: Country_Hungary
|
532 |
-
dtype: int64
|
533 |
-
- name: Country_Iceland
|
534 |
-
dtype: int64
|
535 |
-
- name: Country_India
|
536 |
-
dtype: int64
|
537 |
-
- name: Country_Indonesia
|
538 |
-
dtype: int64
|
539 |
-
- name: Country_Iran (Islamic Republic of)
|
540 |
-
dtype: int64
|
541 |
-
- name: Country_Iraq
|
542 |
-
dtype: int64
|
543 |
-
- name: Country_Ireland
|
544 |
-
dtype: int64
|
545 |
-
- name: Country_Israel
|
546 |
-
dtype: int64
|
547 |
-
- name: Country_Italy
|
548 |
-
dtype: int64
|
549 |
-
- name: Country_Jamaica
|
550 |
-
dtype: int64
|
551 |
-
- name: Country_Japan
|
552 |
-
dtype: int64
|
553 |
-
- name: Country_Jordan
|
554 |
-
dtype: int64
|
555 |
-
- name: Country_Kazakhstan
|
556 |
-
dtype: int64
|
557 |
-
- name: Country_Kenya
|
558 |
-
dtype: int64
|
559 |
-
- name: Country_Kiribati
|
560 |
-
dtype: int64
|
561 |
-
- name: Country_Kuwait
|
562 |
-
dtype: int64
|
563 |
-
- name: Country_Kyrgyzstan
|
564 |
-
dtype: int64
|
565 |
-
- name: Country_Lao People's Democratic Republic
|
566 |
-
dtype: int64
|
567 |
-
- name: Country_Latvia
|
568 |
-
dtype: int64
|
569 |
-
- name: Country_Lebanon
|
570 |
-
dtype: int64
|
571 |
-
- name: Country_Lesotho
|
572 |
-
dtype: int64
|
573 |
-
- name: Country_Liberia
|
574 |
-
dtype: int64
|
575 |
-
- name: Country_Libya
|
576 |
-
dtype: int64
|
577 |
-
- name: Country_Lithuania
|
578 |
-
dtype: int64
|
579 |
-
- name: Country_Luxembourg
|
580 |
-
dtype: int64
|
581 |
-
- name: Country_Madagascar
|
582 |
-
dtype: int64
|
583 |
-
- name: Country_Malawi
|
584 |
-
dtype: int64
|
585 |
-
- name: Country_Malaysia
|
586 |
-
dtype: int64
|
587 |
-
- name: Country_Maldives
|
588 |
-
dtype: int64
|
589 |
-
- name: Country_Mali
|
590 |
-
dtype: int64
|
591 |
-
- name: Country_Malta
|
592 |
-
dtype: int64
|
593 |
-
- name: Country_Marshall Islands
|
594 |
-
dtype: int64
|
595 |
-
- name: Country_Mauritania
|
596 |
-
dtype: int64
|
597 |
-
- name: Country_Mauritius
|
598 |
-
dtype: int64
|
599 |
-
- name: Country_Mexico
|
600 |
-
dtype: int64
|
601 |
-
- name: Country_Micronesia (Federated States of)
|
602 |
-
dtype: int64
|
603 |
-
- name: Country_Monaco
|
604 |
-
dtype: int64
|
605 |
-
- name: Country_Mongolia
|
606 |
-
dtype: int64
|
607 |
-
- name: Country_Montenegro
|
608 |
-
dtype: int64
|
609 |
-
- name: Country_Morocco
|
610 |
-
dtype: int64
|
611 |
-
- name: Country_Mozambique
|
612 |
-
dtype: int64
|
613 |
-
- name: Country_Myanmar
|
614 |
-
dtype: int64
|
615 |
-
- name: Country_Namibia
|
616 |
-
dtype: int64
|
617 |
-
- name: Country_Nauru
|
618 |
-
dtype: int64
|
619 |
-
- name: Country_Nepal
|
620 |
-
dtype: int64
|
621 |
-
- name: Country_Netherlands
|
622 |
-
dtype: int64
|
623 |
-
- name: Country_New Zealand
|
624 |
-
dtype: int64
|
625 |
-
- name: Country_Nicaragua
|
626 |
-
dtype: int64
|
627 |
-
- name: Country_Niger
|
628 |
-
dtype: int64
|
629 |
-
- name: Country_Nigeria
|
630 |
-
dtype: int64
|
631 |
-
- name: Country_Niue
|
632 |
-
dtype: int64
|
633 |
-
- name: Country_Norway
|
634 |
-
dtype: int64
|
635 |
-
- name: Country_Oman
|
636 |
-
dtype: int64
|
637 |
-
- name: Country_Pakistan
|
638 |
-
dtype: int64
|
639 |
-
- name: Country_Palau
|
640 |
-
dtype: int64
|
641 |
-
- name: Country_Panama
|
642 |
-
dtype: int64
|
643 |
-
- name: Country_Papua New Guinea
|
644 |
-
dtype: int64
|
645 |
-
- name: Country_Paraguay
|
646 |
-
dtype: int64
|
647 |
-
- name: Country_Peru
|
648 |
-
dtype: int64
|
649 |
-
- name: Country_Philippines
|
650 |
-
dtype: int64
|
651 |
-
- name: Country_Poland
|
652 |
-
dtype: int64
|
653 |
-
- name: Country_Portugal
|
654 |
-
dtype: int64
|
655 |
-
- name: Country_Qatar
|
656 |
-
dtype: int64
|
657 |
-
- name: Country_Republic of Korea
|
658 |
-
dtype: int64
|
659 |
-
- name: Country_Republic of Moldova
|
660 |
-
dtype: int64
|
661 |
-
- name: Country_Romania
|
662 |
-
dtype: int64
|
663 |
-
- name: Country_Russian Federation
|
664 |
-
dtype: int64
|
665 |
-
- name: Country_Rwanda
|
666 |
-
dtype: int64
|
667 |
-
- name: Country_Saint Kitts and Nevis
|
668 |
-
dtype: int64
|
669 |
-
- name: Country_Saint Lucia
|
670 |
-
dtype: int64
|
671 |
-
- name: Country_Saint Vincent and the Grenadines
|
672 |
-
dtype: int64
|
673 |
-
- name: Country_Samoa
|
674 |
-
dtype: int64
|
675 |
-
- name: Country_San Marino
|
676 |
-
dtype: int64
|
677 |
-
- name: Country_Sao Tome and Principe
|
678 |
-
dtype: int64
|
679 |
-
- name: Country_Saudi Arabia
|
680 |
-
dtype: int64
|
681 |
-
- name: Country_Senegal
|
682 |
-
dtype: int64
|
683 |
-
- name: Country_Serbia
|
684 |
-
dtype: int64
|
685 |
-
- name: Country_Seychelles
|
686 |
-
dtype: int64
|
687 |
-
- name: Country_Sierra Leone
|
688 |
-
dtype: int64
|
689 |
-
- name: Country_Singapore
|
690 |
-
dtype: int64
|
691 |
-
- name: Country_Slovakia
|
692 |
-
dtype: int64
|
693 |
-
- name: Country_Slovenia
|
694 |
-
dtype: int64
|
695 |
-
- name: Country_Solomon Islands
|
696 |
-
dtype: int64
|
697 |
-
- name: Country_Somalia
|
698 |
-
dtype: int64
|
699 |
-
- name: Country_South Africa
|
700 |
-
dtype: int64
|
701 |
-
- name: Country_South Sudan
|
702 |
-
dtype: int64
|
703 |
-
- name: Country_Spain
|
704 |
-
dtype: int64
|
705 |
-
- name: Country_Sri Lanka
|
706 |
-
dtype: int64
|
707 |
-
- name: Country_Sudan
|
708 |
-
dtype: int64
|
709 |
-
- name: Country_Suriname
|
710 |
-
dtype: int64
|
711 |
-
- name: Country_Swaziland
|
712 |
-
dtype: int64
|
713 |
-
- name: Country_Sweden
|
714 |
-
dtype: int64
|
715 |
-
- name: Country_Switzerland
|
716 |
-
dtype: int64
|
717 |
-
- name: Country_Syrian Arab Republic
|
718 |
-
dtype: int64
|
719 |
-
- name: Country_Tajikistan
|
720 |
-
dtype: int64
|
721 |
-
- name: Country_Thailand
|
722 |
-
dtype: int64
|
723 |
-
- name: Country_The former Yugoslav republic of Macedonia
|
724 |
-
dtype: int64
|
725 |
-
- name: Country_Timor-Leste
|
726 |
-
dtype: int64
|
727 |
-
- name: Country_Togo
|
728 |
-
dtype: int64
|
729 |
-
- name: Country_Tonga
|
730 |
-
dtype: int64
|
731 |
-
- name: Country_Trinidad and Tobago
|
732 |
-
dtype: int64
|
733 |
-
- name: Country_Tunisia
|
734 |
-
dtype: int64
|
735 |
-
- name: Country_Turkey
|
736 |
-
dtype: int64
|
737 |
-
- name: Country_Turkmenistan
|
738 |
-
dtype: int64
|
739 |
-
- name: Country_Tuvalu
|
740 |
-
dtype: int64
|
741 |
-
- name: Country_Uganda
|
742 |
-
dtype: int64
|
743 |
-
- name: Country_Ukraine
|
744 |
-
dtype: int64
|
745 |
-
- name: Country_United Arab Emirates
|
746 |
-
dtype: int64
|
747 |
-
- name: Country_United Kingdom of Great Britain and Northern Ireland
|
748 |
-
dtype: int64
|
749 |
-
- name: Country_United Republic of Tanzania
|
750 |
-
dtype: int64
|
751 |
-
- name: Country_United States of America
|
752 |
-
dtype: int64
|
753 |
-
- name: Country_Uruguay
|
754 |
-
dtype: int64
|
755 |
-
- name: Country_Uzbekistan
|
756 |
-
dtype: int64
|
757 |
-
- name: Country_Vanuatu
|
758 |
-
dtype: int64
|
759 |
-
- name: Country_Venezuela (Bolivarian Republic of)
|
760 |
-
dtype: int64
|
761 |
-
- name: Country_Viet Nam
|
762 |
-
dtype: int64
|
763 |
-
- name: Country_Yemen
|
764 |
-
dtype: int64
|
765 |
-
- name: Country_Zambia
|
766 |
-
dtype: int64
|
767 |
-
- name: Country_Zimbabwe
|
768 |
-
dtype: int64
|
769 |
-
- name: Status_Developed
|
770 |
-
dtype: int64
|
771 |
-
- name: Status_Developing
|
772 |
-
dtype: int64
|
773 |
-
- name: real
|
774 |
-
dtype: float64
|
775 |
-
- name: prediction
|
776 |
-
dtype: float64
|
777 |
-
- name: model
|
778 |
-
dtype: string
|
779 |
-
- name: cpu_training_time
|
780 |
-
dtype: int64
|
781 |
-
- name: cpu_prediction_time
|
782 |
-
dtype: int64
|
783 |
-
- name: memory_usage
|
784 |
-
dtype: int64
|
785 |
-
- name: max_depth
|
786 |
-
dtype: int64
|
787 |
-
- name: learning_rate
|
788 |
-
dtype: float64
|
789 |
-
- name: n_estimators
|
790 |
-
dtype: int64
|
791 |
-
- name: __index_level_0__
|
792 |
-
dtype: int64
|
793 |
-
splits:
|
794 |
-
- name: train
|
795 |
-
num_bytes: 160230720
|
796 |
-
num_examples: 88485
|
797 |
-
- name: validation
|
798 |
-
num_bytes: 22626240
|
799 |
-
num_examples: 12495
|
800 |
-
- name: test
|
801 |
-
num_bytes: 45714240
|
802 |
-
num_examples: 25245
|
803 |
-
download_size: 15576082
|
804 |
-
dataset_size: 228571200
|
805 |
-
- config_name: ltfsid
|
806 |
-
features:
|
807 |
-
- name: instance
|
808 |
-
dtype: int64
|
809 |
-
- name: Area
|
810 |
-
dtype: int64
|
811 |
-
- name: Sensing Range
|
812 |
-
dtype: int64
|
813 |
-
- name: Transmission Range
|
814 |
-
dtype: int64
|
815 |
-
- name: Number of Sensor nodes
|
816 |
-
dtype: int64
|
817 |
-
- name: real
|
818 |
-
dtype: int64
|
819 |
-
- name: prediction
|
820 |
-
dtype: float64
|
821 |
-
- name: model
|
822 |
-
dtype: string
|
823 |
-
- name: cpu_training_time
|
824 |
-
dtype: int64
|
825 |
-
- name: cpu_prediction_time
|
826 |
-
dtype: int64
|
827 |
-
- name: memory_usage
|
828 |
-
dtype: int64
|
829 |
-
- name: max_depth
|
830 |
-
dtype: int64
|
831 |
-
- name: learning_rate
|
832 |
-
dtype: float64
|
833 |
-
- name: n_estimators
|
834 |
-
dtype: int64
|
835 |
-
- name: __index_level_0__
|
836 |
-
dtype: int64
|
837 |
-
splits:
|
838 |
-
- name: train
|
839 |
-
num_bytes: 1301040
|
840 |
-
num_examples: 9945
|
841 |
-
- name: validation
|
842 |
-
num_bytes: 166800
|
843 |
-
num_examples: 1275
|
844 |
-
- name: test
|
845 |
-
num_bytes: 366960
|
846 |
-
num_examples: 2805
|
847 |
-
download_size: 301734
|
848 |
-
dataset_size: 1834800
|
849 |
-
- config_name: music_popularity
|
850 |
-
features:
|
851 |
-
- name: instance
|
852 |
-
dtype: int64
|
853 |
-
- name: acousticness
|
854 |
-
dtype: float64
|
855 |
-
- name: danceability
|
856 |
-
dtype: float64
|
857 |
-
- name: duration_ms
|
858 |
-
dtype: int64
|
859 |
-
- name: energy
|
860 |
-
dtype: float64
|
861 |
-
- name: explicit
|
862 |
-
dtype: int64
|
863 |
-
- name: instrumentalness
|
864 |
-
dtype: float64
|
865 |
-
- name: key
|
866 |
-
dtype: int64
|
867 |
-
- name: liveness
|
868 |
-
dtype: float64
|
869 |
-
- name: loudness
|
870 |
-
dtype: float64
|
871 |
-
- name: mode
|
872 |
-
dtype: int64
|
873 |
-
- name: speechiness
|
874 |
-
dtype: float64
|
875 |
-
- name: tempo
|
876 |
-
dtype: float64
|
877 |
-
- name: valence
|
878 |
-
dtype: float64
|
879 |
-
- name: year
|
880 |
-
dtype: int64
|
881 |
-
- name: real
|
882 |
-
dtype: int64
|
883 |
-
- name: prediction
|
884 |
-
dtype: float64
|
885 |
-
- name: model
|
886 |
-
dtype: string
|
887 |
-
- name: cpu_training_time
|
888 |
-
dtype: int64
|
889 |
-
- name: cpu_prediction_time
|
890 |
-
dtype: int64
|
891 |
-
- name: memory_usage
|
892 |
-
dtype: int64
|
893 |
-
- name: max_depth
|
894 |
-
dtype: int64
|
895 |
-
- name: learning_rate
|
896 |
-
dtype: float64
|
897 |
-
- name: n_estimators
|
898 |
-
dtype: int64
|
899 |
-
- name: __index_level_0__
|
900 |
-
dtype: int64
|
901 |
-
splits:
|
902 |
-
- name: train
|
903 |
-
num_bytes: 492226560
|
904 |
-
num_examples: 2334780
|
905 |
-
- name: validation
|
906 |
-
num_bytes: 70318080
|
907 |
-
num_examples: 333540
|
908 |
-
- name: test
|
909 |
-
num_bytes: 140636160
|
910 |
-
num_examples: 667080
|
911 |
-
download_size: 279825435
|
912 |
-
dataset_size: 703180800
|
913 |
-
- config_name: parkinsons_motor
|
914 |
-
features:
|
915 |
-
- name: instance
|
916 |
-
dtype: int64
|
917 |
-
- name: age
|
918 |
-
dtype: int64
|
919 |
-
- name: testTime
|
920 |
-
dtype: float64
|
921 |
-
- name: Jitter
|
922 |
-
dtype: float64
|
923 |
-
- name: JitterAbs
|
924 |
-
dtype: float64
|
925 |
-
- name: JitterRAP
|
926 |
-
dtype: float64
|
927 |
-
- name: JitterPPQ5
|
928 |
-
dtype: float64
|
929 |
-
- name: JitterDDP
|
930 |
-
dtype: float64
|
931 |
-
- name: Shimmer
|
932 |
-
dtype: float64
|
933 |
-
- name: ShimmerdB
|
934 |
-
dtype: float64
|
935 |
-
- name: ShimmerAPQ3
|
936 |
-
dtype: float64
|
937 |
-
- name: ShimmerAPQ5
|
938 |
-
dtype: float64
|
939 |
-
- name: ShimmerAPQ11
|
940 |
-
dtype: float64
|
941 |
-
- name: ShimmerDDA
|
942 |
-
dtype: float64
|
943 |
-
- name: NHR
|
944 |
-
dtype: float64
|
945 |
-
- name: HNR
|
946 |
-
dtype: float64
|
947 |
-
- name: RPDE
|
948 |
-
dtype: float64
|
949 |
-
- name: DFA
|
950 |
-
dtype: float64
|
951 |
-
- name: PPE
|
952 |
-
dtype: float64
|
953 |
-
- name: sex
|
954 |
-
dtype: int64
|
955 |
-
- name: real
|
956 |
-
dtype: float64
|
957 |
-
- name: prediction
|
958 |
-
dtype: float64
|
959 |
-
- name: model
|
960 |
-
dtype: string
|
961 |
-
- name: cpu_training_time
|
962 |
-
dtype: int64
|
963 |
-
- name: cpu_prediction_time
|
964 |
-
dtype: int64
|
965 |
-
- name: memory_usage
|
966 |
-
dtype: int64
|
967 |
-
- name: max_depth
|
968 |
-
dtype: int64
|
969 |
-
- name: learning_rate
|
970 |
-
dtype: float64
|
971 |
-
- name: n_estimators
|
972 |
-
dtype: int64
|
973 |
-
- name: __index_level_0__
|
974 |
-
dtype: int64
|
975 |
-
splits:
|
976 |
-
- name: train
|
977 |
-
num_bytes: 78990600
|
978 |
-
num_examples: 314925
|
979 |
-
- name: validation
|
980 |
-
num_bytes: 11256960
|
981 |
-
num_examples: 44880
|
982 |
-
- name: test
|
983 |
-
num_bytes: 22513920
|
984 |
-
num_examples: 89760
|
985 |
-
download_size: 57333761
|
986 |
-
dataset_size: 112761480
|
987 |
-
- config_name: parkinsons_total
|
988 |
-
features:
|
989 |
-
- name: instance
|
990 |
-
dtype: int64
|
991 |
-
- name: age
|
992 |
-
dtype: int64
|
993 |
-
- name: testTime
|
994 |
-
dtype: float64
|
995 |
-
- name: Jitter
|
996 |
-
dtype: float64
|
997 |
-
- name: JitterAbs
|
998 |
-
dtype: float64
|
999 |
-
- name: JitterRAP
|
1000 |
-
dtype: float64
|
1001 |
-
- name: JitterPPQ5
|
1002 |
-
dtype: float64
|
1003 |
-
- name: JitterDDP
|
1004 |
-
dtype: float64
|
1005 |
-
- name: Shimmer
|
1006 |
-
dtype: float64
|
1007 |
-
- name: ShimmerdB
|
1008 |
-
dtype: float64
|
1009 |
-
- name: ShimmerAPQ3
|
1010 |
-
dtype: float64
|
1011 |
-
- name: ShimmerAPQ5
|
1012 |
-
dtype: float64
|
1013 |
-
- name: ShimmerAPQ11
|
1014 |
-
dtype: float64
|
1015 |
-
- name: ShimmerDDA
|
1016 |
-
dtype: float64
|
1017 |
-
- name: NHR
|
1018 |
-
dtype: float64
|
1019 |
-
- name: HNR
|
1020 |
-
dtype: float64
|
1021 |
-
- name: RPDE
|
1022 |
-
dtype: float64
|
1023 |
-
- name: DFA
|
1024 |
-
dtype: float64
|
1025 |
-
- name: PPE
|
1026 |
-
dtype: float64
|
1027 |
-
- name: sex
|
1028 |
-
dtype: int64
|
1029 |
-
- name: real
|
1030 |
-
dtype: float64
|
1031 |
-
- name: prediction
|
1032 |
-
dtype: float64
|
1033 |
-
- name: model
|
1034 |
-
dtype: string
|
1035 |
-
- name: cpu_training_time
|
1036 |
-
dtype: int64
|
1037 |
-
- name: cpu_prediction_time
|
1038 |
-
dtype: int64
|
1039 |
-
- name: memory_usage
|
1040 |
-
dtype: int64
|
1041 |
-
- name: max_depth
|
1042 |
-
dtype: int64
|
1043 |
-
- name: learning_rate
|
1044 |
-
dtype: float64
|
1045 |
-
- name: n_estimators
|
1046 |
-
dtype: int64
|
1047 |
-
- name: __index_level_0__
|
1048 |
-
dtype: int64
|
1049 |
-
splits:
|
1050 |
-
- name: train
|
1051 |
-
num_bytes: 78990600
|
1052 |
-
num_examples: 314925
|
1053 |
-
- name: validation
|
1054 |
-
num_bytes: 11256960
|
1055 |
-
num_examples: 44880
|
1056 |
-
- name: test
|
1057 |
-
num_bytes: 22513920
|
1058 |
-
num_examples: 89760
|
1059 |
-
download_size: 57456973
|
1060 |
-
dataset_size: 112761480
|
1061 |
-
- config_name: swCSC
|
1062 |
-
features:
|
1063 |
-
- name: instance
|
1064 |
-
dtype: int64
|
1065 |
-
- name: AFP
|
1066 |
-
dtype: float64
|
1067 |
-
- name: FEh
|
1068 |
-
dtype: int64
|
1069 |
-
- name: PT_D
|
1070 |
-
dtype: bool
|
1071 |
-
- name: PT_P
|
1072 |
-
dtype: bool
|
1073 |
-
- name: PT_Unk
|
1074 |
-
dtype: bool
|
1075 |
-
- name: FEM_A
|
1076 |
-
dtype: bool
|
1077 |
-
- name: FEM_C
|
1078 |
-
dtype: bool
|
1079 |
-
- name: FEM_CAE
|
1080 |
-
dtype: bool
|
1081 |
-
- name: FEM_D
|
1082 |
-
dtype: bool
|
1083 |
-
- name: FEM_EO
|
1084 |
-
dtype: bool
|
1085 |
-
- name: FEM_W
|
1086 |
-
dtype: bool
|
1087 |
-
- name: real
|
1088 |
-
dtype: int64
|
1089 |
-
- name: prediction
|
1090 |
-
dtype: float64
|
1091 |
-
- name: model
|
1092 |
-
dtype: string
|
1093 |
-
- name: cpu_training_time
|
1094 |
-
dtype: int64
|
1095 |
-
- name: cpu_prediction_time
|
1096 |
-
dtype: int64
|
1097 |
-
- name: memory_usage
|
1098 |
-
dtype: int64
|
1099 |
-
- name: max_depth
|
1100 |
-
dtype: int64
|
1101 |
-
- name: learning_rate
|
1102 |
-
dtype: float64
|
1103 |
-
- name: n_estimators
|
1104 |
-
dtype: int64
|
1105 |
-
- name: __index_level_0__
|
1106 |
-
dtype: int64
|
1107 |
-
splits:
|
1108 |
-
- name: train
|
1109 |
-
num_bytes: 946140
|
1110 |
-
num_examples: 8160
|
1111 |
-
- name: validation
|
1112 |
-
num_bytes: 118272
|
1113 |
-
num_examples: 1020
|
1114 |
-
- name: test
|
1115 |
-
num_bytes: 236535
|
1116 |
-
num_examples: 2040
|
1117 |
-
download_size: 263428
|
1118 |
-
dataset_size: 1300947
|
1119 |
-
configs:
|
1120 |
-
- config_name: abalone
|
1121 |
-
data_files:
|
1122 |
-
- split: train
|
1123 |
-
path: abalone/train-*
|
1124 |
-
- split: validation
|
1125 |
-
path: abalone/validation-*
|
1126 |
-
- split: test
|
1127 |
-
path: abalone/test-*
|
1128 |
-
- config_name: auction_verification
|
1129 |
-
data_files:
|
1130 |
-
- split: train
|
1131 |
-
path: auction_verification/train-*
|
1132 |
-
- split: validation
|
1133 |
-
path: auction_verification/validation-*
|
1134 |
-
- split: test
|
1135 |
-
path: auction_verification/test-*
|
1136 |
-
- config_name: bng_echoMonths
|
1137 |
-
data_files:
|
1138 |
-
- split: train
|
1139 |
-
path: bng_echoMonths/train-*
|
1140 |
-
- split: validation
|
1141 |
-
path: bng_echoMonths/validation-*
|
1142 |
-
- split: test
|
1143 |
-
path: bng_echoMonths/test-*
|
1144 |
-
- config_name: california_housing
|
1145 |
-
data_files:
|
1146 |
-
- split: train
|
1147 |
-
path: california_housing/train-*
|
1148 |
-
- split: validation
|
1149 |
-
path: california_housing/validation-*
|
1150 |
-
- split: test
|
1151 |
-
path: california_housing/test-*
|
1152 |
-
- config_name: infrared
|
1153 |
-
data_files:
|
1154 |
-
- split: train
|
1155 |
-
path: infrared/train-*
|
1156 |
-
- split: validation
|
1157 |
-
path: infrared/validation-*
|
1158 |
-
- split: test
|
1159 |
-
path: infrared/test-*
|
1160 |
-
- config_name: life_expectancy
|
1161 |
-
data_files:
|
1162 |
-
- split: train
|
1163 |
-
path: life_expectancy/train-*
|
1164 |
-
- split: validation
|
1165 |
-
path: life_expectancy/validation-*
|
1166 |
-
- split: test
|
1167 |
-
path: life_expectancy/test-*
|
1168 |
-
- config_name: ltfsid
|
1169 |
-
data_files:
|
1170 |
-
- split: train
|
1171 |
-
path: ltfsid/train-*
|
1172 |
-
- split: validation
|
1173 |
-
path: ltfsid/validation-*
|
1174 |
-
- split: test
|
1175 |
-
path: ltfsid/test-*
|
1176 |
-
- config_name: music_popularity
|
1177 |
-
data_files:
|
1178 |
-
- split: train
|
1179 |
-
path: music_popularity/train-*
|
1180 |
-
- split: validation
|
1181 |
-
path: music_popularity/validation-*
|
1182 |
-
- split: test
|
1183 |
-
path: music_popularity/test-*
|
1184 |
-
- config_name: parkinsons_motor
|
1185 |
-
data_files:
|
1186 |
-
- split: train
|
1187 |
-
path: parkinsons_motor/train-*
|
1188 |
-
- split: validation
|
1189 |
-
path: parkinsons_motor/validation-*
|
1190 |
-
- split: test
|
1191 |
-
path: parkinsons_motor/test-*
|
1192 |
-
- config_name: parkinsons_total
|
1193 |
-
data_files:
|
1194 |
-
- split: train
|
1195 |
-
path: parkinsons_total/train-*
|
1196 |
-
- split: validation
|
1197 |
-
path: parkinsons_total/validation-*
|
1198 |
-
- split: test
|
1199 |
-
path: parkinsons_total/test-*
|
1200 |
-
- config_name: swCSC
|
1201 |
-
data_files:
|
1202 |
-
- split: train
|
1203 |
-
path: swCSC/train-*
|
1204 |
-
- split: validation
|
1205 |
-
path: swCSC/validation-*
|
1206 |
-
- split: test
|
1207 |
-
path: swCSC/test-*
|
1208 |
-
---
|
1209 |
-
|
1210 |
-
Default README
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|