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Explanation of gamma in risk-limiting audits.
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gamma.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Explore gamma"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The paper s4rla *Super-Simple Simultaneous Single-Ballot Risk-Limiting Audits\n",
" https://www.usenix.org/legacy/events/evtwote10/tech/full_papers/Stark.pdf\n",
"describes gamma (γ), which is termed an \"error inflation factor\", and must be greater or equal to 100%.\n",
"\n",
"> Any value of γ greater than or equal to 100% works, but γ controls a tradeoff between initial sample size and the amount of additional counting required when the sample finds too many overstatements, especially two-vote overstatements.\n",
"\n",
"> If γ = 100%, a two-vote overstatement may trigger a full hand count (depending on which margin is overstated by two votes). If γ > 100%, a two-vote overstatement in the sample generally will require more hand counting, but not necessarily a full hand count.\n",
"\n",
"> The larger γ is, the larger the initial sample needs to be, but the less additional counting will be required if the sample finds a two-vote overstatement or a large number of one-vote maximum overstatements.\n",
"\n",
"That paper uses γ = 110%.\n",
"\n",
"The online comparison auditing software from Stark, as well as the rlacalc implementation in Python, and the RLATool, follow the practice in the paper \"A Gentle Introduction to Risk-Limiting Audits\" which uses a gamma of 1.03905 (103.905 %), but doesn't explain the reasoning.\n",
"\n",
"For the margins I've looked at, e.g. 0.5% (0.005), 2% (0.02), and 20% (0.2), we can generalize a bit.\n",
"\n",
"When there are no discrepancies, nmin is lowest when gamma is close to 100% (1.0).\n",
"When there is one two-vote overstatement, the minimum nmin value is at around gamma = 1.2.\n",
"and when there are 10 two-vote overstatements, the minimum nmin comes with a higher value still, e.g. a gamma of 1.9.\n",
"\n",
"Since Colorado is finding very low average values of discrepancies, using a small gamma value like the one used in the current papers and tools makes good sense.\n",
"\n",
"The Python code below in this Jupyter notebook produces a table with a range of sample sizes for different values of gamma and other parameters. The `rlacalc` code can be found at [audit_cvrs](https://github.com/nealmcb/audit_cvrs/tree/master/audit_cvrs)"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from rlacalc import nmin, KM_Expected_sample_size, KM_Expected_sample_size_rounded, nminToGo, KM_P_value, nminFromRates, RLAError"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# Support for displaying tables\n",
"from IPython.display import Markdown, display\n",
"\n",
"def printmd(string):\n",
" display(Markdown(string))"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"text/markdown": [
"|risk limit|margin|2-over|1-over|1-under|2-under|gamma|sample size|\n",
"|---|---|\n",
"|0.05|0.02|0|0|0|0|1.01|303|\n",
"|0.05|0.02|1|0|0|0|1.01|769|\n",
"|0.05|0.02|2|0|0|0|1.01|1235|\n",
"|0.05|0.02|10|0|0|0|1.01|4964|\n",
"|0.05|0.02|0|0|0|0|1.03905|312|\n",
"|0.05|0.02|1|0|0|0|1.03905|653|\n",
"|0.05|0.02|2|0|0|0|1.03905|994|\n",
"|0.05|0.02|10|0|0|0|1.03905|3721|\n",
"|0.05|0.02|0|0|0|0|1.1|330|\n",
"|0.05|0.02|1|0|0|0|1.1|594|\n",
"|0.05|0.02|2|0|0|0|1.1|858|\n",
"|0.05|0.02|10|0|0|0|1.1|2968|\n",
"|0.05|0.02|0|0|0|0|1.15|345|\n",
"|0.05|0.02|1|0|0|0|1.15|579|\n",
"|0.05|0.02|2|0|0|0|1.15|813|\n",
"|0.05|0.02|10|0|0|0|1.15|2687|\n",
"|0.05|0.02|0|0|0|0|1.2|360|\n",
"|0.05|0.02|1|0|0|0|1.2|575|\n",
"|0.05|0.02|2|0|0|0|1.2|790|\n",
"|0.05|0.02|10|0|0|0|1.2|2510|\n",
"|0.05|0.02|0|0|0|0|1.25|375|\n",
"|0.05|0.02|1|0|0|0|1.25|576|\n",
"|0.05|0.02|2|0|0|0|1.25|777|\n",
"|0.05|0.02|10|0|0|0|1.25|2387|\n",
"|0.05|0.02|0|0|0|0|1.9|570|\n",
"|0.05|0.02|1|0|0|0|1.9|712|\n",
"|0.05|0.02|2|0|0|0|1.9|854|\n",
"|0.05|0.02|10|0|0|0|1.9|1989|\n",
"|0.05|0.02|0|0|0|0|10.0|2996|\n",
"|0.05|0.02|1|0|0|0|10.0|3102|\n",
"|0.05|0.02|2|0|0|0|10.0|3207|\n",
"|0.05|0.02|10|0|0|0|10.0|4050|\n",
"|0.05|0.02|0|1|0|0|1.01|372|\n",
"|0.05|0.02|1|1|0|0|1.01|838|\n",
"|0.05|0.02|2|1|0|0|1.01|1304|\n",
"|0.05|0.02|10|1|0|0|1.01|5033|\n",
"|0.05|0.02|0|1|0|0|1.03905|380|\n",
"|0.05|0.02|1|1|0|0|1.03905|721|\n",
"|0.05|0.02|2|1|0|0|1.03905|1062|\n",
"|0.05|0.02|10|1|0|0|1.03905|3789|\n",
"|0.05|0.02|0|1|0|0|1.1|397|\n",
"|0.05|0.02|1|1|0|0|1.1|660|\n",
"|0.05|0.02|2|1|0|0|1.1|924|\n",
"|0.05|0.02|10|1|0|0|1.1|3034|\n",
"|0.05|0.02|0|1|0|0|1.15|411|\n",
"|0.05|0.02|1|1|0|0|1.15|645|\n",
"|0.05|0.02|2|1|0|0|1.15|879|\n",
"|0.05|0.02|10|1|0|0|1.15|2753|\n",
"|0.05|0.02|0|1|0|0|1.2|425|\n",
"|0.05|0.02|1|1|0|0|1.2|640|\n",
"|0.05|0.02|2|1|0|0|1.2|855|\n",
"|0.05|0.02|10|1|0|0|1.2|2575|\n",
"|0.05|0.02|0|1|0|0|1.25|439|\n",
"|0.05|0.02|1|1|0|0|1.25|640|\n",
"|0.05|0.02|2|1|0|0|1.25|841|\n",
"|0.05|0.02|10|1|0|0|1.25|2451|\n",
"|0.05|0.02|0|1|0|0|1.9|628|\n",
"|0.05|0.02|1|1|0|0|1.9|770|\n",
"|0.05|0.02|2|1|0|0|1.9|912|\n",
"|0.05|0.02|10|1|0|0|1.9|2047|\n",
"|0.05|0.02|0|1|0|0|10.0|3048|\n",
"|0.05|0.02|1|1|0|0|10.0|3153|\n",
"|0.05|0.02|2|1|0|0|10.0|3258|\n",
"|0.05|0.02|10|1|0|0|10.0|4101|\n",
"|0.05|0.02|0|2|0|0|1.01|441|\n",
"|0.05|0.02|1|2|0|0|1.01|907|\n",
"|0.05|0.02|2|2|0|0|1.01|1373|\n",
"|0.05|0.02|10|2|0|0|1.01|5102|\n",
"|0.05|0.02|0|2|0|0|1.03905|448|\n",
"|0.05|0.02|1|2|0|0|1.03905|789|\n",
"|0.05|0.02|2|2|0|0|1.03905|1130|\n",
"|0.05|0.02|10|2|0|0|1.03905|3857|\n",
"|0.05|0.02|0|2|0|0|1.1|463|\n",
"|0.05|0.02|1|2|0|0|1.1|727|\n",
"|0.05|0.02|2|2|0|0|1.1|991|\n",
"|0.05|0.02|10|2|0|0|1.1|3101|\n",
"|0.05|0.02|0|2|0|0|1.15|476|\n",
"|0.05|0.02|1|2|0|0|1.15|710|\n",
"|0.05|0.02|2|2|0|0|1.15|945|\n",
"|0.05|0.02|10|2|0|0|1.15|2819|\n",
"|0.05|0.02|0|2|0|0|1.2|489|\n",
"|0.05|0.02|1|2|0|0|1.2|704|\n",
"|0.05|0.02|2|2|0|0|1.2|919|\n",
"|0.05|0.02|10|2|0|0|1.2|2639|\n",
"|0.05|0.02|0|2|0|0|1.25|503|\n",
"|0.05|0.02|1|2|0|0|1.25|704|\n",
"|0.05|0.02|2|2|0|0|1.25|905|\n",
"|0.05|0.02|10|2|0|0|1.25|2514|\n",
"|0.05|0.02|0|2|0|0|1.9|686|\n",
"|0.05|0.02|1|2|0|0|1.9|828|\n",
"|0.05|0.02|2|2|0|0|1.9|970|\n",
"|0.05|0.02|10|2|0|0|1.9|2105|\n",
"|0.05|0.02|0|2|0|0|10.0|3099|\n",
"|0.05|0.02|1|2|0|0|10.0|3204|\n",
"|0.05|0.02|2|2|0|0|10.0|3310|\n",
"|0.05|0.02|10|2|0|0|10.0|4152|\n",
"|0.05|0.02|0|10|0|0|1.01|993|\n",
"|0.05|0.02|1|10|0|0|1.01|1459|\n",
"|0.05|0.02|2|10|0|0|1.01|1925|\n",
"|0.05|0.02|10|10|0|0|1.01|5654|\n",
"|0.05|0.02|0|10|0|0|1.03905|994|\n",
"|0.05|0.02|1|10|0|0|1.03905|1335|\n",
"|0.05|0.02|2|10|0|0|1.03905|1676|\n",
"|0.05|0.02|10|10|0|0|1.03905|4403|\n",
"|0.05|0.02|0|10|0|0|1.1|997|\n",
"|0.05|0.02|1|10|0|0|1.1|1261|\n",
"|0.05|0.02|2|10|0|0|1.1|1524|\n",
"|0.05|0.02|10|10|0|0|1.1|3634|\n",
"|0.05|0.02|0|10|0|0|1.15|1001|\n",
"|0.05|0.02|1|10|0|0|1.15|1235|\n",
"|0.05|0.02|2|10|0|0|1.15|1470|\n",
"|0.05|0.02|10|10|0|0|1.15|3344|\n",
"|0.05|0.02|0|10|0|0|1.2|1007|\n",
"|0.05|0.02|1|10|0|0|1.2|1222|\n",
"|0.05|0.02|2|10|0|0|1.2|1437|\n",
"|0.05|0.02|10|10|0|0|1.2|3157|\n",
"|0.05|0.02|0|10|0|0|1.25|1013|\n",
"|0.05|0.02|1|10|0|0|1.25|1215|\n",
"|0.05|0.02|2|10|0|0|1.25|1416|\n",
"|0.05|0.02|10|10|0|0|1.25|3025|\n",
"|0.05|0.02|0|10|0|0|1.9|1150|\n",
"|0.05|0.02|1|10|0|0|1.9|1292|\n",
"|0.05|0.02|2|10|0|0|1.9|1434|\n",
"|0.05|0.02|10|10|0|0|1.9|2570|\n",
"|0.05|0.02|0|10|0|0|10.0|3509|\n",
"|0.05|0.02|1|10|0|0|10.0|3615|\n",
"|0.05|0.02|2|10|0|0|10.0|3720|\n",
"|0.05|0.02|10|10|0|0|10.0|4563|\n",
"|0.05|0.05|0|0|0|0|1.01|122|\n",
"|0.05|0.05|1|0|0|0|1.01|308|\n",
"|0.05|0.05|2|0|0|0|1.01|494|\n",
"|0.05|0.05|10|0|0|0|1.01|1986|\n",
"|0.05|0.05|0|0|0|0|1.03905|125|\n",
"|0.05|0.05|1|0|0|0|1.03905|261|\n",
"|0.05|0.05|2|0|0|0|1.03905|398|\n",
"|0.05|0.05|10|0|0|0|1.03905|1489|\n",
"|0.05|0.05|0|0|0|0|1.1|132|\n",
"|0.05|0.05|1|0|0|0|1.1|238|\n",
"|0.05|0.05|2|0|0|0|1.1|343|\n",
"|0.05|0.05|10|0|0|0|1.1|1187|\n",
"|0.05|0.05|0|0|0|0|1.15|138|\n",
"|0.05|0.05|1|0|0|0|1.15|232|\n",
"|0.05|0.05|2|0|0|0|1.15|326|\n",
"|0.05|0.05|10|0|0|0|1.15|1075|\n",
"|0.05|0.05|0|0|0|0|1.2|144|\n",
"|0.05|0.05|1|0|0|0|1.2|230|\n",
"|0.05|0.05|2|0|0|0|1.2|316|\n",
"|0.05|0.05|10|0|0|0|1.2|1004|\n",
"|0.05|0.05|0|0|0|0|1.25|150|\n",
"|0.05|0.05|1|0|0|0|1.25|231|\n",
"|0.05|0.05|2|0|0|0|1.25|311|\n",
"|0.05|0.05|10|0|0|0|1.25|955|\n",
"|0.05|0.05|0|0|0|0|1.9|228|\n",
"|0.05|0.05|1|0|0|0|1.9|285|\n",
"|0.05|0.05|2|0|0|0|1.9|342|\n",
"|0.05|0.05|10|0|0|0|1.9|796|\n",
"|0.05|0.05|0|0|0|0|10.0|1199|\n",
"|0.05|0.05|1|0|0|0|10.0|1241|\n",
"|0.05|0.05|2|0|0|0|10.0|1283|\n",
"|0.05|0.05|10|0|0|0|10.0|1620|\n",
"|0.05|0.05|0|1|0|0|1.01|149|\n",
"|0.05|0.05|1|1|0|0|1.01|336|\n",
"|0.05|0.05|2|1|0|0|1.01|522|\n",
"|0.05|0.05|10|1|0|0|1.01|2014|\n",
"|0.05|0.05|0|1|0|0|1.03905|152|\n",
"|0.05|0.05|1|1|0|0|1.03905|289|\n",
"|0.05|0.05|2|1|0|0|1.03905|425|\n",
"|0.05|0.05|10|1|0|0|1.03905|1516|\n",
"|0.05|0.05|0|1|0|0|1.1|159|\n",
"|0.05|0.05|1|1|0|0|1.1|264|\n",
"|0.05|0.05|2|1|0|0|1.1|370|\n",
"|0.05|0.05|10|1|0|0|1.1|1214|\n",
"|0.05|0.05|0|1|0|0|1.15|165|\n",
"|0.05|0.05|1|1|0|0|1.15|258|\n",
"|0.05|0.05|2|1|0|0|1.15|352|\n",
"|0.05|0.05|10|1|0|0|1.15|1102|\n",
"|0.05|0.05|0|1|0|0|1.2|170|\n",
"|0.05|0.05|1|1|0|0|1.2|256|\n",
"|0.05|0.05|2|1|0|0|1.2|342|\n",
"|0.05|0.05|10|1|0|0|1.2|1030|\n",
"|0.05|0.05|0|1|0|0|1.25|176|\n",
"|0.05|0.05|1|1|0|0|1.25|256|\n",
"|0.05|0.05|2|1|0|0|1.25|337|\n",
"|0.05|0.05|10|1|0|0|1.25|981|\n",
"|0.05|0.05|0|1|0|0|1.9|251|\n",
"|0.05|0.05|1|1|0|0|1.9|308|\n",
"|0.05|0.05|2|1|0|0|1.9|365|\n",
"|0.05|0.05|10|1|0|0|1.9|819|\n",
"|0.05|0.05|0|1|0|0|10.0|1219|\n",
"|0.05|0.05|1|1|0|0|10.0|1261|\n",
"|0.05|0.05|2|1|0|0|10.0|1304|\n",
"|0.05|0.05|10|1|0|0|10.0|1641|\n",
"|0.05|0.05|0|2|0|0|1.01|177|\n",
"|0.05|0.05|1|2|0|0|1.01|363|\n",
"|0.05|0.05|2|2|0|0|1.01|550|\n",
"|0.05|0.05|10|2|0|0|1.01|2041|\n",
"|0.05|0.05|0|2|0|0|1.03905|180|\n",
"|0.05|0.05|1|2|0|0|1.03905|316|\n",
"|0.05|0.05|2|2|0|0|1.03905|452|\n",
"|0.05|0.05|10|2|0|0|1.03905|1543|\n",
"|0.05|0.05|0|2|0|0|1.1|186|\n",
"|0.05|0.05|1|2|0|0|1.1|291|\n",
"|0.05|0.05|2|2|0|0|1.1|397|\n",
"|0.05|0.05|10|2|0|0|1.1|1241|\n",
"|0.05|0.05|0|2|0|0|1.15|191|\n",
"|0.05|0.05|1|2|0|0|1.15|284|\n",
"|0.05|0.05|2|2|0|0|1.15|378|\n",
"|0.05|0.05|10|2|0|0|1.15|1128|\n",
"|0.05|0.05|0|2|0|0|1.2|196|\n",
"|0.05|0.05|1|2|0|0|1.2|282|\n",
"|0.05|0.05|2|2|0|0|1.2|368|\n",
"|0.05|0.05|10|2|0|0|1.2|1056|\n",
"|0.05|0.05|0|2|0|0|1.25|201|\n",
"|0.05|0.05|1|2|0|0|1.25|282|\n",
"|0.05|0.05|2|2|0|0|1.25|362|\n",
"|0.05|0.05|10|2|0|0|1.25|1006|\n",
"|0.05|0.05|0|2|0|0|1.9|275|\n",
"|0.05|0.05|1|2|0|0|1.9|331|\n",
"|0.05|0.05|2|2|0|0|1.9|388|\n",
"|0.05|0.05|10|2|0|0|1.9|842|\n",
"|0.05|0.05|0|2|0|0|10.0|1240|\n",
"|0.05|0.05|1|2|0|0|10.0|1282|\n",
"|0.05|0.05|2|2|0|0|10.0|1324|\n",
"|0.05|0.05|10|2|0|0|10.0|1661|\n",
"|0.05|0.05|0|10|0|0|1.01|398|\n",
"|0.05|0.05|1|10|0|0|1.01|584|\n",
"|0.05|0.05|2|10|0|0|1.01|770|\n",
"|0.05|0.05|10|10|0|0|1.01|2262|\n",
"|0.05|0.05|0|10|0|0|1.03905|398|\n",
"|0.05|0.05|1|10|0|0|1.03905|534|\n",
"|0.05|0.05|2|10|0|0|1.03905|671|\n",
"|0.05|0.05|10|10|0|0|1.03905|1762|\n",
"|0.05|0.05|0|10|0|0|1.1|399|\n",
"|0.05|0.05|1|10|0|0|1.1|505|\n",
"|0.05|0.05|2|10|0|0|1.1|610|\n",
"|0.05|0.05|10|10|0|0|1.1|1454|\n",
"|0.05|0.05|0|10|0|0|1.15|401|\n",
"|0.05|0.05|1|10|0|0|1.15|494|\n",
"|0.05|0.05|2|10|0|0|1.15|588|\n",
"|0.05|0.05|10|10|0|0|1.15|1338|\n",
"|0.05|0.05|0|10|0|0|1.2|403|\n",
"|0.05|0.05|1|10|0|0|1.2|489|\n",
"|0.05|0.05|2|10|0|0|1.2|575|\n",
"|0.05|0.05|10|10|0|0|1.2|1263|\n",
"|0.05|0.05|0|10|0|0|1.25|406|\n",
"|0.05|0.05|1|10|0|0|1.25|486|\n",
"|0.05|0.05|2|10|0|0|1.25|567|\n",
"|0.05|0.05|10|10|0|0|1.25|1210|\n",
"|0.05|0.05|0|10|0|0|1.9|460|\n",
"|0.05|0.05|1|10|0|0|1.9|517|\n",
"|0.05|0.05|2|10|0|0|1.9|574|\n",
"|0.05|0.05|10|10|0|0|1.9|1028|\n",
"|0.05|0.05|0|10|0|0|10.0|1404|\n",
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"|0.05|0.2|1|0|0|0|1.01|77|\n",
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"|0.05|0.2|1|1|0|0|1.15|65|\n",
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"|0.05|0.2|1|1|0|0|1.2|64|\n",
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"|0.05|0.2|10|1|0|0|10.0|411|\n",
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"|0.05|0.2|1|2|0|0|1.01|91|\n",
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"|0.05|0.2|10|2|0|0|1.01|511|\n",
"|0.05|0.2|0|2|0|0|1.03905|45|\n",
"|0.05|0.2|1|2|0|0|1.03905|79|\n",
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"|0.05|0.2|1|2|0|0|1.1|73|\n",
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"|0.05|0.2|10|2|0|0|1.1|311|\n",
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"|0.05|0.2|1|2|0|0|1.15|71|\n",
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"|0.05|0.2|10|2|0|0|1.15|282|\n",
"|0.05|0.2|0|2|0|0|1.2|49|\n",
"|0.05|0.2|1|2|0|0|1.2|71|\n",
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"|0.05|0.2|0|2|0|0|1.25|51|\n",
"|0.05|0.2|1|2|0|0|1.25|71|\n",
"|0.05|0.2|2|2|0|0|1.25|91|\n",
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"|0.05|0.2|1|2|0|0|1.9|83|\n",
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"|0.05|0.2|10|10|0|0|1.01|566|\n",
"|0.05|0.2|0|10|0|0|1.03905|100|\n",
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"|0.05|0.2|0|10|0|0|1.2|101|\n",
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"|0.05|0.5|10|0|0|0|1.1|119|\n",
"|0.05|0.5|0|0|0|0|1.15|14|\n",
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"|0.05|0.5|10|0|0|0|1.2|101|\n",
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"|0.05|0.5|1|2|0|0|1.25|29|\n",
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"|0.05|0.005|10|1|0|0|1.03905|15156|\n",
"|0.05|0.005|0|1|0|0|1.1|1585|\n",
"|0.05|0.005|1|1|0|0|1.1|2640|\n",
"|0.05|0.005|2|1|0|0|1.1|3695|\n",
"|0.05|0.005|10|1|0|0|1.1|12136|\n",
"|0.05|0.005|0|1|0|0|1.15|1641|\n",
"|0.05|0.005|1|1|0|0|1.15|2578|\n",
"|0.05|0.005|2|1|0|0|1.15|3515|\n",
"|0.05|0.005|10|1|0|0|1.15|11011|\n",
"|0.05|0.005|0|1|0|0|1.2|1697|\n",
"|0.05|0.005|1|1|0|0|1.2|2557|\n",
"|0.05|0.005|2|1|0|0|1.2|3417|\n",
"|0.05|0.005|10|1|0|0|1.2|10298|\n",
"|0.05|0.005|0|1|0|0|1.25|1754|\n",
"|0.05|0.005|1|1|0|0|1.25|2558|\n",
"|0.05|0.005|2|1|0|0|1.25|3363|\n",
"|0.05|0.005|10|1|0|0|1.25|9801|\n",
"|0.05|0.005|0|1|0|0|1.9|2509|\n",
"|0.05|0.005|1|1|0|0|1.9|3077|\n",
"|0.05|0.005|2|1|0|0|1.9|3645|\n",
"|0.05|0.005|10|1|0|0|1.9|8188|\n",
"|0.05|0.005|0|1|0|0|10.0|12189|\n",
"|0.05|0.005|1|1|0|0|10.0|12610|\n",
"|0.05|0.005|2|1|0|0|10.0|13031|\n",
"|0.05|0.005|10|1|0|0|10.0|16403|\n",
"|0.05|0.005|0|2|0|0|1.01|1763|\n",
"|0.05|0.005|1|2|0|0|1.01|3627|\n",
"|0.05|0.005|2|2|0|0|1.01|5492|\n",
"|0.05|0.005|10|2|0|0|1.01|20408|\n",
"|0.05|0.005|0|2|0|0|1.03905|1791|\n",
"|0.05|0.005|1|2|0|0|1.03905|3155|\n",
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"|0.05|0.005|10|2|0|0|1.03905|15428|\n",
"|0.05|0.005|0|2|0|0|1.1|1852|\n",
"|0.05|0.005|1|2|0|0|1.1|2907|\n",
"|0.05|0.005|2|2|0|0|1.1|3962|\n",
"|0.05|0.005|10|2|0|0|1.1|12403|\n",
"|0.05|0.005|0|2|0|0|1.15|1903|\n",
"|0.05|0.005|1|2|0|0|1.15|2840|\n",
"|0.05|0.005|2|2|0|0|1.15|3777|\n",
"|0.05|0.005|10|2|0|0|1.15|11273|\n",
"|0.05|0.005|0|2|0|0|1.2|1956|\n",
"|0.05|0.005|1|2|0|0|1.2|2816|\n",
"|0.05|0.005|2|2|0|0|1.2|3676|\n",
"|0.05|0.005|10|2|0|0|1.2|10556|\n",
"|0.05|0.005|0|2|0|0|1.25|2009|\n",
"|0.05|0.005|1|2|0|0|1.25|2814|\n",
"|0.05|0.005|2|2|0|0|1.25|3619|\n",
"|0.05|0.005|10|2|0|0|1.25|10056|\n",
"|0.05|0.005|0|2|0|0|1.9|2741|\n",
"|0.05|0.005|1|2|0|0|1.9|3309|\n",
"|0.05|0.005|2|2|0|0|1.9|3877|\n",
"|0.05|0.005|10|2|0|0|1.9|8420|\n",
"|0.05|0.005|0|2|0|0|10.0|12394|\n",
"|0.05|0.005|1|2|0|0|10.0|12815|\n",
"|0.05|0.005|2|2|0|0|10.0|13237|\n",
"|0.05|0.005|10|2|0|0|10.0|16608|\n",
"|0.05|0.005|0|10|0|0|1.01|3971|\n",
"|0.05|0.005|1|10|0|0|1.01|5836|\n",
"|0.05|0.005|2|10|0|0|1.01|7700|\n",
"|0.05|0.005|10|10|0|0|1.01|22616|\n",
"|0.05|0.005|0|10|0|0|1.03905|3973|\n",
"|0.05|0.005|1|10|0|0|1.03905|5337|\n",
"|0.05|0.005|2|10|0|0|1.03905|6701|\n",
"|0.05|0.005|10|10|0|0|1.03905|17611|\n",
"|0.05|0.005|0|10|0|0|1.1|3986|\n",
"|0.05|0.005|1|10|0|0|1.1|5041|\n",
"|0.05|0.005|2|10|0|0|1.1|6096|\n",
"|0.05|0.005|10|10|0|0|1.1|14536|\n",
"|0.05|0.005|0|10|0|0|1.15|4003|\n",
"|0.05|0.005|1|10|0|0|1.15|4940|\n",
"|0.05|0.005|2|10|0|0|1.15|5877|\n",
"|0.05|0.005|10|10|0|0|1.15|13373|\n",
"|0.05|0.005|0|10|0|0|1.2|4026|\n",
"|0.05|0.005|1|10|0|0|1.2|4886|\n",
"|0.05|0.005|2|10|0|0|1.2|5746|\n",
"|0.05|0.005|10|10|0|0|1.2|12626|\n",
"|0.05|0.005|0|10|0|0|1.25|4052|\n",
"|0.05|0.005|1|10|0|0|1.25|4857|\n",
"|0.05|0.005|2|10|0|0|1.25|5662|\n",
"|0.05|0.005|10|10|0|0|1.25|12100|\n",
"|0.05|0.005|0|10|0|0|1.9|4598|\n",
"|0.05|0.005|1|10|0|0|1.9|5166|\n",
"|0.05|0.005|2|10|0|0|1.9|5734|\n",
"|0.05|0.005|10|10|0|0|1.9|10277|\n",
"|0.05|0.005|0|10|0|0|10.0|14035|\n",
"|0.05|0.005|1|10|0|0|10.0|14457|\n",
"|0.05|0.005|2|10|0|0|10.0|14878|\n",
"|0.05|0.005|10|10|0|0|10.0|18250|\n",
"|0.05|0.01|0|0|0|0|1.01|606|\n",
"|0.05|0.01|1|0|0|0|1.01|1538|\n",
"|0.05|0.01|2|0|0|0|1.01|2470|\n",
"|0.05|0.01|10|0|0|0|1.01|9928|\n",
"|0.05|0.01|0|0|0|0|1.03905|623|\n",
"|0.05|0.01|1|0|0|0|1.03905|1305|\n",
"|0.05|0.01|2|0|0|0|1.03905|1987|\n",
"|0.05|0.01|10|0|0|0|1.03905|7442|\n",
"|0.05|0.01|0|0|0|0|1.1|660|\n",
"|0.05|0.01|1|0|0|0|1.1|1187|\n",
"|0.05|0.01|2|0|0|0|1.1|1715|\n",
"|0.05|0.01|10|0|0|0|1.1|5935|\n",
"|0.05|0.01|0|0|0|0|1.15|690|\n",
"|0.05|0.01|1|0|0|0|1.15|1158|\n",
"|0.05|0.01|2|0|0|0|1.15|1626|\n",
"|0.05|0.01|10|0|0|0|1.15|5374|\n",
"|0.05|0.01|0|0|0|0|1.2|719|\n",
"|0.05|0.01|1|0|0|0|1.2|1149|\n",
"|0.05|0.01|2|0|0|0|1.2|1580|\n",
"|0.05|0.01|10|0|0|0|1.2|5020|\n",
"|0.05|0.01|0|0|0|0|1.25|749|\n",
"|0.05|0.01|1|0|0|0|1.25|1152|\n",
"|0.05|0.01|2|0|0|0|1.25|1554|\n",
"|0.05|0.01|10|0|0|0|1.25|4773|\n",
"|0.05|0.01|0|0|0|0|1.9|1139|\n",
"|0.05|0.01|1|0|0|0|1.9|1423|\n",
"|0.05|0.01|2|0|0|0|1.9|1707|\n",
"|0.05|0.01|10|0|0|0|1.9|3978|\n",
"|0.05|0.01|0|0|0|0|10.0|5992|\n",
"|0.05|0.01|1|0|0|0|10.0|6203|\n",
"|0.05|0.01|2|0|0|0|10.0|6413|\n",
"|0.05|0.01|10|0|0|0|10.0|8099|\n",
"|0.05|0.01|0|1|0|0|1.01|744|\n",
"|0.05|0.01|1|1|0|0|1.01|1676|\n",
"|0.05|0.01|2|1|0|0|1.01|2608|\n",
"|0.05|0.01|10|1|0|0|1.01|10066|\n",
"|0.05|0.01|0|1|0|0|1.03905|759|\n",
"|0.05|0.01|1|1|0|0|1.03905|1441|\n",
"|0.05|0.01|2|1|0|0|1.03905|2123|\n",
"|0.05|0.01|10|1|0|0|1.03905|7578|\n",
"|0.05|0.01|0|1|0|0|1.1|793|\n",
"|0.05|0.01|1|1|0|0|1.1|1320|\n",
"|0.05|0.01|2|1|0|0|1.1|1848|\n",
"|0.05|0.01|10|1|0|0|1.1|6068|\n",
"|0.05|0.01|0|1|0|0|1.15|821|\n",
"|0.05|0.01|1|1|0|0|1.15|1289|\n",
"|0.05|0.01|2|1|0|0|1.15|1758|\n",
"|0.05|0.01|10|1|0|0|1.15|5506|\n",
"|0.05|0.01|0|1|0|0|1.2|849|\n",
"|0.05|0.01|1|1|0|0|1.2|1279|\n",
"|0.05|0.01|2|1|0|0|1.2|1709|\n",
"|0.05|0.01|10|1|0|0|1.2|5149|\n",
"|0.05|0.01|0|1|0|0|1.25|877|\n",
"|0.05|0.01|1|1|0|0|1.25|1279|\n",
"|0.05|0.01|2|1|0|0|1.25|1682|\n",
"|0.05|0.01|10|1|0|0|1.25|4901|\n",
"|0.05|0.01|0|1|0|0|1.9|1255|\n",
"|0.05|0.01|1|1|0|0|1.9|1539|\n",
"|0.05|0.01|2|1|0|0|1.9|1823|\n",
"|0.05|0.01|10|1|0|0|1.9|4094|\n",
"|0.05|0.01|0|1|0|0|10.0|6095|\n",
"|0.05|0.01|1|1|0|0|10.0|6305|\n",
"|0.05|0.01|2|1|0|0|10.0|6516|\n",
"|0.05|0.01|10|1|0|0|10.0|8202|\n",
"|0.05|0.01|0|2|0|0|1.01|882|\n",
"|0.05|0.01|1|2|0|0|1.01|1814|\n",
"|0.05|0.01|2|2|0|0|1.01|2746|\n",
"|0.05|0.01|10|2|0|0|1.01|10204|\n",
"|0.05|0.01|0|2|0|0|1.03905|896|\n",
"|0.05|0.01|1|2|0|0|1.03905|1578|\n",
"|0.05|0.01|2|2|0|0|1.03905|2260|\n",
"|0.05|0.01|10|2|0|0|1.03905|7714|\n",
"|0.05|0.01|0|2|0|0|1.1|926|\n",
"|0.05|0.01|1|2|0|0|1.1|1454|\n",
"|0.05|0.01|2|2|0|0|1.1|1981|\n",
"|0.05|0.01|10|2|0|0|1.1|6202|\n",
"|0.05|0.01|0|2|0|0|1.15|952|\n",
"|0.05|0.01|1|2|0|0|1.15|1420|\n",
"|0.05|0.01|2|2|0|0|1.15|1889|\n",
"|0.05|0.01|10|2|0|0|1.15|5637|\n",
"|0.05|0.01|0|2|0|0|1.2|978|\n",
"|0.05|0.01|1|2|0|0|1.2|1408|\n",
"|0.05|0.01|2|2|0|0|1.2|1838|\n",
"|0.05|0.01|10|2|0|0|1.2|5278|\n",
"|0.05|0.01|0|2|0|0|1.25|1005|\n",
"|0.05|0.01|1|2|0|0|1.25|1407|\n",
"|0.05|0.01|2|2|0|0|1.25|1810|\n",
"|0.05|0.01|10|2|0|0|1.25|5028|\n",
"|0.05|0.01|0|2|0|0|1.9|1371|\n",
"|0.05|0.01|1|2|0|0|1.9|1655|\n",
"|0.05|0.01|2|2|0|0|1.9|1939|\n",
"|0.05|0.01|10|2|0|0|1.9|4210|\n",
"|0.05|0.01|0|2|0|0|10.0|6197|\n",
"|0.05|0.01|1|2|0|0|10.0|6408|\n",
"|0.05|0.01|2|2|0|0|10.0|6619|\n",
"|0.05|0.01|10|2|0|0|10.0|8304|\n",
"|0.05|0.01|0|10|0|0|1.01|1986|\n",
"|0.05|0.01|1|10|0|0|1.01|2918|\n",
"|0.05|0.01|2|10|0|0|1.01|3850|\n",
"|0.05|0.01|10|10|0|0|1.01|11308|\n",
"|0.05|0.01|0|10|0|0|1.03905|1987|\n",
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"|0.05|0.01|10|10|0|0|1.03905|8806|\n",
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"|0.05|0.01|1|10|0|0|1.1|2521|\n",
"|0.05|0.01|2|10|0|0|1.1|3048|\n",
"|0.05|0.01|10|10|0|0|1.1|7268|\n",
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"|0.05|0.01|1|10|0|0|1.15|2470|\n",
"|0.05|0.01|2|10|0|0|1.15|2939|\n",
"|0.05|0.01|10|10|0|0|1.15|6687|\n",
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"|0.05|0.01|2|10|0|0|1.2|2873|\n",
"|0.05|0.01|10|10|0|0|1.2|6313|\n",
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"|0.05|0.01|1|10|0|0|1.25|2429|\n",
"|0.05|0.01|2|10|0|0|1.25|2831|\n",
"|0.05|0.01|10|10|0|0|1.25|6050|\n",
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"|0.05|0.01|1|10|0|0|1.9|2583|\n",
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"|0.05|0.01|2|10|0|0|10.0|7439|\n",
"|0.05|0.01|10|10|0|0|10.0|9125|\n",
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"|0.1|0.02|2|0|0|0|1.01|1165|\n",
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"|0.1|0.02|0|0|0|0|1.03905|240|\n",
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"|0.1|0.02|10|0|0|0|1.03905|3649|\n",
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"|0.1|0.02|0|0|0|0|1.15|265|\n",
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"|0.1|0.02|2|0|0|0|1.15|734|\n",
"|0.1|0.02|10|0|0|0|1.15|2608|\n",
"|0.1|0.02|0|0|0|0|1.2|277|\n",
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"|0.1|0.02|0|0|0|0|1.25|288|\n",
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"|0.1|0.02|10|1|0|0|1.01|4963|\n",
"|0.1|0.02|0|1|0|0|1.03905|308|\n",
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"|0.1|0.02|2|1|0|0|1.1|848|\n",
"|0.1|0.02|10|1|0|0|1.1|2958|\n",
"|0.1|0.02|0|1|0|0|1.15|331|\n",
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"|0.1|0.02|2|1|0|0|1.15|799|\n",
"|0.1|0.02|10|1|0|0|1.15|2673|\n",
"|0.1|0.02|0|1|0|0|1.2|341|\n",
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"|0.1|0.02|1|1|0|0|1.25|553|\n",
"|0.1|0.02|2|1|0|0|1.25|755|\n",
"|0.1|0.02|10|1|0|0|1.25|2364|\n",
"|0.1|0.02|0|1|0|0|1.9|496|\n",
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"|0.1|0.02|10|1|0|0|1.9|1916|\n",
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"|0.1|0.02|1|1|0|0|10.0|2460|\n",
"|0.1|0.02|2|1|0|0|10.0|2565|\n",
"|0.1|0.02|10|1|0|0|10.0|3408|\n",
"|0.1|0.02|0|2|0|0|1.01|371|\n",
"|0.1|0.02|1|2|0|0|1.01|837|\n",
"|0.1|0.02|2|2|0|0|1.01|1303|\n",
"|0.1|0.02|10|2|0|0|1.01|5032|\n",
"|0.1|0.02|0|2|0|0|1.03905|376|\n",
"|0.1|0.02|1|2|0|0|1.03905|717|\n",
"|0.1|0.02|2|2|0|0|1.03905|1058|\n",
"|0.1|0.02|10|2|0|0|1.03905|3785|\n",
"|0.1|0.02|0|2|0|0|1.1|387|\n",
"|0.1|0.02|1|2|0|0|1.1|651|\n",
"|0.1|0.02|2|2|0|0|1.1|915|\n",
"|0.1|0.02|10|2|0|0|1.1|3025|\n",
"|0.1|0.02|0|2|0|0|1.15|397|\n",
"|0.1|0.02|1|2|0|0|1.15|631|\n",
"|0.1|0.02|2|2|0|0|1.15|865|\n",
"|0.1|0.02|10|2|0|0|1.15|2739|\n",
"|0.1|0.02|0|2|0|0|1.2|406|\n",
"|0.1|0.02|1|2|0|0|1.2|621|\n",
"|0.1|0.02|2|2|0|0|1.2|836|\n",
"|0.1|0.02|10|2|0|0|1.2|2556|\n",
"|0.1|0.02|0|2|0|0|1.25|416|\n",
"|0.1|0.02|1|2|0|0|1.25|617|\n",
"|0.1|0.02|2|2|0|0|1.25|818|\n",
"|0.1|0.02|10|2|0|0|1.25|2428|\n",
"|0.1|0.02|0|2|0|0|1.9|554|\n",
"|0.1|0.02|1|2|0|0|1.9|696|\n",
"|0.1|0.02|2|2|0|0|1.9|838|\n",
"|0.1|0.02|10|2|0|0|1.9|1974|\n",
"|0.1|0.02|0|2|0|0|10.0|2406|\n",
"|0.1|0.02|1|2|0|0|10.0|2511|\n",
"|0.1|0.02|2|2|0|0|10.0|2616|\n",
"|0.1|0.02|10|2|0|0|10.0|3459|\n",
"|0.1|0.02|0|10|0|0|1.01|923|\n",
"|0.1|0.02|1|10|0|0|1.01|1389|\n",
"|0.1|0.02|2|10|0|0|1.01|1855|\n",
"|0.1|0.02|10|10|0|0|1.01|5584|\n",
"|0.1|0.02|0|10|0|0|1.03905|922|\n",
"|0.1|0.02|1|10|0|0|1.03905|1263|\n",
"|0.1|0.02|2|10|0|0|1.03905|1604|\n",
"|0.1|0.02|10|10|0|0|1.03905|4331|\n",
"|0.1|0.02|0|10|0|0|1.1|921|\n",
"|0.1|0.02|1|10|0|0|1.1|1184|\n",
"|0.1|0.02|2|10|0|0|1.1|1448|\n",
"|0.1|0.02|10|10|0|0|1.1|3558|\n",
"|0.1|0.02|0|10|0|0|1.15|921|\n",
"|0.1|0.02|1|10|0|0|1.15|1156|\n",
"|0.1|0.02|2|10|0|0|1.15|1390|\n",
"|0.1|0.02|10|10|0|0|1.15|3264|\n",
"|0.1|0.02|0|10|0|0|1.2|924|\n",
"|0.1|0.02|1|10|0|0|1.2|1139|\n",
"|0.1|0.02|2|10|0|0|1.2|1354|\n",
"|0.1|0.02|10|10|0|0|1.2|3074|\n",
"|0.1|0.02|0|10|0|0|1.25|927|\n",
"|0.1|0.02|1|10|0|0|1.25|1128|\n",
"|0.1|0.02|2|10|0|0|1.25|1329|\n",
"|0.1|0.02|10|10|0|0|1.25|2939|\n",
"|0.1|0.02|0|10|0|0|1.9|1018|\n",
"|0.1|0.02|1|10|0|0|1.9|1160|\n",
"|0.1|0.02|2|10|0|0|1.9|1302|\n",
"|0.1|0.02|10|10|0|0|1.9|2438|\n",
"|0.1|0.02|0|10|0|0|10.0|2816|\n",
"|0.1|0.02|1|10|0|0|10.0|2921|\n",
"|0.1|0.02|2|10|0|0|10.0|3027|\n",
"|0.1|0.02|10|10|0|0|10.0|3870|\n",
"|0.1|0.05|0|0|0|0|1.01|94|\n",
"|0.1|0.05|1|0|0|0|1.01|280|\n",
"|0.1|0.05|2|0|0|0|1.01|466|\n",
"|0.1|0.05|10|0|0|0|1.01|1958|\n",
"|0.1|0.05|0|0|0|0|1.03905|96|\n",
"|0.1|0.05|1|0|0|0|1.03905|233|\n",
"|0.1|0.05|2|0|0|0|1.03905|369|\n",
"|0.1|0.05|10|0|0|0|1.03905|1460|\n",
"|0.1|0.05|0|0|0|0|1.1|102|\n",
"|0.1|0.05|1|0|0|0|1.1|207|\n",
"|0.1|0.05|2|0|0|0|1.1|313|\n",
"|0.1|0.05|10|0|0|0|1.1|1157|\n",
"|0.1|0.05|0|0|0|0|1.15|106|\n",
"|0.1|0.05|1|0|0|0|1.15|200|\n",
"|0.1|0.05|2|0|0|0|1.15|294|\n",
"|0.1|0.05|10|0|0|0|1.15|1043|\n",
"|0.1|0.05|0|0|0|0|1.2|111|\n",
"|0.1|0.05|1|0|0|0|1.2|197|\n",
"|0.1|0.05|2|0|0|0|1.2|283|\n",
"|0.1|0.05|10|0|0|0|1.2|971|\n",
"|0.1|0.05|0|0|0|0|1.25|116|\n",
"|0.1|0.05|1|0|0|0|1.25|196|\n",
"|0.1|0.05|2|0|0|0|1.25|277|\n",
"|0.1|0.05|10|0|0|0|1.25|920|\n",
"|0.1|0.05|0|0|0|0|1.9|175|\n",
"|0.1|0.05|1|0|0|0|1.9|232|\n",
"|0.1|0.05|2|0|0|0|1.9|289|\n",
"|0.1|0.05|10|0|0|0|1.9|743|\n",
"|0.1|0.05|0|0|0|0|10.0|922|\n",
"|0.1|0.05|1|0|0|0|10.0|964|\n",
"|0.1|0.05|2|0|0|0|10.0|1006|\n",
"|0.1|0.05|10|0|0|0|10.0|1343|\n",
"|0.1|0.05|0|1|0|0|1.01|121|\n",
"|0.1|0.05|1|1|0|0|1.01|308|\n",
"|0.1|0.05|2|1|0|0|1.01|494|\n",
"|0.1|0.05|10|1|0|0|1.01|1986|\n",
"|0.1|0.05|0|1|0|0|1.03905|123|\n",
"|0.1|0.05|1|1|0|0|1.03905|260|\n",
"|0.1|0.05|2|1|0|0|1.03905|396|\n",
"|0.1|0.05|10|1|0|0|1.03905|1487|\n",
"|0.1|0.05|0|1|0|0|1.1|128|\n",
"|0.1|0.05|1|1|0|0|1.1|234|\n",
"|0.1|0.05|2|1|0|0|1.1|339|\n",
"|0.1|0.05|10|1|0|0|1.1|1184|\n",
"|0.1|0.05|0|1|0|0|1.15|133|\n",
"|0.1|0.05|1|1|0|0|1.15|226|\n",
"|0.1|0.05|2|1|0|0|1.15|320|\n",
"|0.1|0.05|10|1|0|0|1.15|1070|\n",
"|0.1|0.05|0|1|0|0|1.2|137|\n",
"|0.1|0.05|1|1|0|0|1.2|223|\n",
"|0.1|0.05|2|1|0|0|1.2|309|\n",
"|0.1|0.05|10|1|0|0|1.2|997|\n",
"|0.1|0.05|0|1|0|0|1.25|141|\n",
"|0.1|0.05|1|1|0|0|1.25|222|\n",
"|0.1|0.05|2|1|0|0|1.25|302|\n",
"|0.1|0.05|10|1|0|0|1.25|946|\n",
"|0.1|0.05|0|1|0|0|1.9|199|\n",
"|0.1|0.05|1|1|0|0|1.9|255|\n",
"|0.1|0.05|2|1|0|0|1.9|312|\n",
"|0.1|0.05|10|1|0|0|1.9|767|\n",
"|0.1|0.05|0|1|0|0|10.0|942|\n",
"|0.1|0.05|1|1|0|0|10.0|984|\n",
"|0.1|0.05|2|1|0|0|10.0|1026|\n",
"|0.1|0.05|10|1|0|0|10.0|1363|\n",
"|0.1|0.05|0|2|0|0|1.01|149|\n",
"|0.1|0.05|1|2|0|0|1.01|335|\n",
"|0.1|0.05|2|2|0|0|1.01|522|\n",
"|0.1|0.05|10|2|0|0|1.01|2013|\n",
"|0.1|0.05|0|2|0|0|1.03905|151|\n",
"|0.1|0.05|1|2|0|0|1.03905|287|\n",
"|0.1|0.05|2|2|0|0|1.03905|423|\n",
"|0.1|0.05|10|2|0|0|1.03905|1514|\n",
"|0.1|0.05|0|2|0|0|1.1|155|\n",
"|0.1|0.05|1|2|0|0|1.1|261|\n",
"|0.1|0.05|2|2|0|0|1.1|366|\n",
"|0.1|0.05|10|2|0|0|1.1|1210|\n",
"|0.1|0.05|0|2|0|0|1.15|159|\n",
"|0.1|0.05|1|2|0|0|1.15|253|\n",
"|0.1|0.05|2|2|0|0|1.15|346|\n",
"|0.1|0.05|10|2|0|0|1.15|1096|\n",
"|0.1|0.05|0|2|0|0|1.2|163|\n",
"|0.1|0.05|1|2|0|0|1.2|249|\n",
"|0.1|0.05|2|2|0|0|1.2|335|\n",
"|0.1|0.05|10|2|0|0|1.2|1023|\n",
"|0.1|0.05|0|2|0|0|1.25|167|\n",
"|0.1|0.05|1|2|0|0|1.25|247|\n",
"|0.1|0.05|2|2|0|0|1.25|328|\n",
"|0.1|0.05|10|2|0|0|1.25|971|\n",
"|0.1|0.05|0|2|0|0|1.9|222|\n",
"|0.1|0.05|1|2|0|0|1.9|279|\n",
"|0.1|0.05|2|2|0|0|1.9|335|\n",
"|0.1|0.05|10|2|0|0|1.9|790|\n",
"|0.1|0.05|0|2|0|0|10.0|963|\n",
"|0.1|0.05|1|2|0|0|10.0|1005|\n",
"|0.1|0.05|2|2|0|0|10.0|1047|\n",
"|0.1|0.05|10|2|0|0|10.0|1384|\n",
"|0.1|0.05|0|10|0|0|1.01|370|\n",
"|0.1|0.05|1|10|0|0|1.01|556|\n",
"|0.1|0.05|2|10|0|0|1.01|742|\n",
"|0.1|0.05|10|10|0|0|1.01|2234|\n",
"|0.1|0.05|0|10|0|0|1.03905|369|\n",
"|0.1|0.05|1|10|0|0|1.03905|505|\n",
"|0.1|0.05|2|10|0|0|1.03905|642|\n",
"|0.1|0.05|10|10|0|0|1.03905|1733|\n",
"|0.1|0.05|0|10|0|0|1.1|369|\n",
"|0.1|0.05|1|10|0|0|1.1|474|\n",
"|0.1|0.05|2|10|0|0|1.1|580|\n",
"|0.1|0.05|10|10|0|0|1.1|1424|\n",
"|0.1|0.05|0|10|0|0|1.15|369|\n",
"|0.1|0.05|1|10|0|0|1.15|463|\n",
"|0.1|0.05|2|10|0|0|1.15|556|\n",
"|0.1|0.05|10|10|0|0|1.15|1306|\n",
"|0.1|0.05|0|10|0|0|1.2|370|\n",
"|0.1|0.05|1|10|0|0|1.2|456|\n",
"|0.1|0.05|2|10|0|0|1.2|542|\n",
"|0.1|0.05|10|10|0|0|1.2|1230|\n",
"|0.1|0.05|0|10|0|0|1.25|371|\n",
"|0.1|0.05|1|10|0|0|1.25|452|\n",
"|0.1|0.05|2|10|0|0|1.25|532|\n",
"|0.1|0.05|10|10|0|0|1.25|1176|\n",
"|0.1|0.05|0|10|0|0|1.9|408|\n",
"|0.1|0.05|1|10|0|0|1.9|464|\n",
"|0.1|0.05|2|10|0|0|1.9|521|\n",
"|0.1|0.05|10|10|0|0|1.9|975|\n",
"|0.1|0.05|0|10|0|0|10.0|1127|\n",
"|0.1|0.05|1|10|0|0|10.0|1169|\n",
"|0.1|0.05|2|10|0|0|10.0|1211|\n",
"|0.1|0.05|10|10|0|0|10.0|1548|\n",
"|0.1|0.2|0|0|0|0|1.01|24|\n",
"|0.1|0.2|1|0|0|0|1.01|70|\n",
"|0.1|0.2|2|0|0|0|1.01|117|\n",
"|0.1|0.2|10|0|0|0|1.01|490|\n",
"|0.1|0.2|0|0|0|0|1.03905|24|\n",
"|0.1|0.2|1|0|0|0|1.03905|59|\n",
"|0.1|0.2|2|0|0|0|1.03905|93|\n",
"|0.1|0.2|10|0|0|0|1.03905|365|\n",
"|0.1|0.2|0|0|0|0|1.1|26|\n",
"|0.1|0.2|1|0|0|0|1.1|52|\n",
"|0.1|0.2|2|0|0|0|1.1|79|\n",
"|0.1|0.2|10|0|0|0|1.1|290|\n",
"|0.1|0.2|0|0|0|0|1.15|27|\n",
"|0.1|0.2|1|0|0|0|1.15|50|\n",
"|0.1|0.2|2|0|0|0|1.15|74|\n",
"|0.1|0.2|10|0|0|0|1.15|261|\n",
"|0.1|0.2|0|0|0|0|1.2|28|\n",
"|0.1|0.2|1|0|0|0|1.2|50|\n",
"|0.1|0.2|2|0|0|0|1.2|71|\n",
"|0.1|0.2|10|0|0|0|1.2|243|\n",
"|0.1|0.2|0|0|0|0|1.25|29|\n",
"|0.1|0.2|1|0|0|0|1.25|49|\n",
"|0.1|0.2|2|0|0|0|1.25|70|\n",
"|0.1|0.2|10|0|0|0|1.25|230|\n",
"|0.1|0.2|0|0|0|0|1.9|44|\n",
"|0.1|0.2|1|0|0|0|1.9|58|\n",
"|0.1|0.2|2|0|0|0|1.9|73|\n",
"|0.1|0.2|10|0|0|0|1.9|186|\n",
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"|0.1|0.2|1|0|0|0|10.0|241|\n",
"|0.1|0.2|2|0|0|0|10.0|252|\n",
"|0.1|0.2|10|0|0|0|10.0|336|\n",
"|0.1|0.2|0|1|0|0|1.01|31|\n",
"|0.1|0.2|1|1|0|0|1.01|77|\n",
"|0.1|0.2|2|1|0|0|1.01|124|\n",
"|0.1|0.2|10|1|0|0|1.01|497|\n",
"|0.1|0.2|0|1|0|0|1.03905|31|\n",
"|0.1|0.2|1|1|0|0|1.03905|65|\n",
"|0.1|0.2|2|1|0|0|1.03905|99|\n",
"|0.1|0.2|10|1|0|0|1.03905|372|\n",
"|0.1|0.2|0|1|0|0|1.1|32|\n",
"|0.1|0.2|1|1|0|0|1.1|59|\n",
"|0.1|0.2|2|1|0|0|1.1|85|\n",
"|0.1|0.2|10|1|0|0|1.1|296|\n",
"|0.1|0.2|0|1|0|0|1.15|34|\n",
"|0.1|0.2|1|1|0|0|1.15|57|\n",
"|0.1|0.2|2|1|0|0|1.15|80|\n",
"|0.1|0.2|10|1|0|0|1.15|268|\n",
"|0.1|0.2|0|1|0|0|1.2|35|\n",
"|0.1|0.2|1|1|0|0|1.2|56|\n",
"|0.1|0.2|2|1|0|0|1.2|78|\n",
"|0.1|0.2|10|1|0|0|1.2|250|\n",
"|0.1|0.2|0|1|0|0|1.25|36|\n",
"|0.1|0.2|1|1|0|0|1.25|56|\n",
"|0.1|0.2|2|1|0|0|1.25|76|\n",
"|0.1|0.2|10|1|0|0|1.25|237|\n",
"|0.1|0.2|0|1|0|0|1.9|50|\n",
"|0.1|0.2|1|1|0|0|1.9|64|\n",
"|0.1|0.2|2|1|0|0|1.9|78|\n",
"|0.1|0.2|10|1|0|0|1.9|192|\n",
"|0.1|0.2|0|1|0|0|10.0|236|\n",
"|0.1|0.2|1|1|0|0|10.0|246|\n",
"|0.1|0.2|2|1|0|0|10.0|257|\n",
"|0.1|0.2|10|1|0|0|10.0|341|\n",
"|0.1|0.2|0|2|0|0|1.01|38|\n",
"|0.1|0.2|1|2|0|0|1.01|84|\n",
"|0.1|0.2|2|2|0|0|1.01|131|\n",
"|0.1|0.2|10|2|0|0|1.01|504|\n",
"|0.1|0.2|0|2|0|0|1.03905|38|\n",
"|0.1|0.2|1|2|0|0|1.03905|72|\n",
"|0.1|0.2|2|2|0|0|1.03905|106|\n",
"|0.1|0.2|10|2|0|0|1.03905|379|\n",
"|0.1|0.2|0|2|0|0|1.1|39|\n",
"|0.1|0.2|1|2|0|0|1.1|66|\n",
"|0.1|0.2|2|2|0|0|1.1|92|\n",
"|0.1|0.2|10|2|0|0|1.1|303|\n",
"|0.1|0.2|0|2|0|0|1.15|40|\n",
"|0.1|0.2|1|2|0|0|1.15|64|\n",
"|0.1|0.2|2|2|0|0|1.15|87|\n",
"|0.1|0.2|10|2|0|0|1.15|274|\n",
"|0.1|0.2|0|2|0|0|1.2|41|\n",
"|0.1|0.2|1|2|0|0|1.2|63|\n",
"|0.1|0.2|2|2|0|0|1.2|84|\n",
"|0.1|0.2|10|2|0|0|1.2|256|\n",
"|0.1|0.2|0|2|0|0|1.25|42|\n",
"|0.1|0.2|1|2|0|0|1.25|62|\n",
"|0.1|0.2|2|2|0|0|1.25|82|\n",
"|0.1|0.2|10|2|0|0|1.25|243|\n",
"|0.1|0.2|0|2|0|0|1.9|56|\n",
"|0.1|0.2|1|2|0|0|1.9|70|\n",
"|0.1|0.2|2|2|0|0|1.9|84|\n",
"|0.1|0.2|10|2|0|0|1.9|198|\n",
"|0.1|0.2|0|2|0|0|10.0|241|\n",
"|0.1|0.2|1|2|0|0|10.0|252|\n",
"|0.1|0.2|2|2|0|0|10.0|262|\n",
"|0.1|0.2|10|2|0|0|10.0|346|\n",
"|0.1|0.2|0|10|0|0|1.01|93|\n",
"|0.1|0.2|1|10|0|0|1.01|139|\n",
"|0.1|0.2|2|10|0|0|1.01|186|\n",
"|0.1|0.2|10|10|0|0|1.01|559|\n",
"|0.1|0.2|0|10|0|0|1.03905|93|\n",
"|0.1|0.2|1|10|0|0|1.03905|127|\n",
"|0.1|0.2|2|10|0|0|1.03905|161|\n",
"|0.1|0.2|10|10|0|0|1.03905|434|\n",
"|0.1|0.2|0|10|0|0|1.1|93|\n",
"|0.1|0.2|1|10|0|0|1.1|119|\n",
"|0.1|0.2|2|10|0|0|1.1|145|\n",
"|0.1|0.2|10|10|0|0|1.1|356|\n",
"|0.1|0.2|0|10|0|0|1.15|93|\n",
"|0.1|0.2|1|10|0|0|1.15|116|\n",
"|0.1|0.2|2|10|0|0|1.15|139|\n",
"|0.1|0.2|10|10|0|0|1.15|327|\n",
"|0.1|0.2|0|10|0|0|1.2|93|\n",
"|0.1|0.2|1|10|0|0|1.2|114|\n",
"|0.1|0.2|2|10|0|0|1.2|136|\n",
"|0.1|0.2|10|10|0|0|1.2|308|\n",
"|0.1|0.2|0|10|0|0|1.25|93|\n",
"|0.1|0.2|1|10|0|0|1.25|113|\n",
"|0.1|0.2|2|10|0|0|1.25|133|\n",
"|0.1|0.2|10|10|0|0|1.25|294|\n",
"|0.1|0.2|0|10|0|0|1.9|102|\n",
"|0.1|0.2|1|10|0|0|1.9|116|\n",
"|0.1|0.2|2|10|0|0|1.9|131|\n",
"|0.1|0.2|10|10|0|0|1.9|244|\n",
"|0.1|0.2|0|10|0|0|10.0|282|\n",
"|0.1|0.2|1|10|0|0|10.0|293|\n",
"|0.1|0.2|2|10|0|0|10.0|303|\n",
"|0.1|0.2|10|10|0|0|10.0|387|\n",
"|0.1|0.5|0|0|0|0|1.01|10|\n",
"|0.1|0.5|1|0|0|0|1.01|28|\n",
"|0.1|0.5|2|0|0|0|1.01|47|\n",
"|0.1|0.5|10|0|0|0|1.01|196|\n",
"|0.1|0.5|0|0|0|0|1.03905|10|\n",
"|0.1|0.5|1|0|0|0|1.03905|24|\n",
"|0.1|0.5|2|0|0|0|1.03905|37|\n",
"|0.1|0.5|10|0|0|0|1.03905|146|\n",
"|0.1|0.5|0|0|0|0|1.1|11|\n",
"|0.1|0.5|1|0|0|0|1.1|21|\n",
"|0.1|0.5|2|0|0|0|1.1|32|\n",
"|0.1|0.5|10|0|0|0|1.1|116|\n",
"|0.1|0.5|0|0|0|0|1.15|11|\n",
"|0.1|0.5|1|0|0|0|1.15|20|\n",
"|0.1|0.5|2|0|0|0|1.15|30|\n",
"|0.1|0.5|10|0|0|0|1.15|105|\n",
"|0.1|0.5|0|0|0|0|1.2|12|\n",
"|0.1|0.5|1|0|0|0|1.2|20|\n",
"|0.1|0.5|2|0|0|0|1.2|29|\n",
"|0.1|0.5|10|0|0|0|1.2|98|\n",
"|0.1|0.5|0|0|0|0|1.25|12|\n",
"|0.1|0.5|1|0|0|0|1.25|20|\n",
"|0.1|0.5|2|0|0|0|1.25|28|\n",
"|0.1|0.5|10|0|0|0|1.25|92|\n",
"|0.1|0.5|0|0|0|0|1.9|18|\n",
"|0.1|0.5|1|0|0|0|1.9|24|\n",
"|0.1|0.5|2|0|0|0|1.9|29|\n",
"|0.1|0.5|10|0|0|0|1.9|75|\n",
"|0.1|0.5|0|0|0|0|10.0|93|\n",
"|0.1|0.5|1|0|0|0|10.0|97|\n",
"|0.1|0.5|2|0|0|0|10.0|101|\n",
"|0.1|0.5|10|0|0|0|10.0|135|\n",
"|0.1|0.5|0|1|0|0|1.01|13|\n",
"|0.1|0.5|1|1|0|0|1.01|31|\n",
"|0.1|0.5|2|1|0|0|1.01|50|\n",
"|0.1|0.5|10|1|0|0|1.01|199|\n",
"|0.1|0.5|0|1|0|0|1.03905|13|\n",
"|0.1|0.5|1|1|0|0|1.03905|26|\n",
"|0.1|0.5|2|1|0|0|1.03905|40|\n",
"|0.1|0.5|10|1|0|0|1.03905|149|\n",
"|0.1|0.5|0|1|0|0|1.1|13|\n",
"|0.1|0.5|1|1|0|0|1.1|24|\n",
"|0.1|0.5|2|1|0|0|1.1|34|\n",
"|0.1|0.5|10|1|0|0|1.1|119|\n",
"|0.1|0.5|0|1|0|0|1.15|14|\n",
"|0.1|0.5|1|1|0|0|1.15|23|\n",
"|0.1|0.5|2|1|0|0|1.15|32|\n",
"|0.1|0.5|10|1|0|0|1.15|107|\n",
"|0.1|0.5|0|1|0|0|1.2|14|\n",
"|0.1|0.5|1|1|0|0|1.2|23|\n",
"|0.1|0.5|2|1|0|0|1.2|31|\n",
"|0.1|0.5|10|1|0|0|1.2|100|\n",
"|0.1|0.5|0|1|0|0|1.25|15|\n",
"|0.1|0.5|1|1|0|0|1.25|23|\n",
"|0.1|0.5|2|1|0|0|1.25|31|\n",
"|0.1|0.5|10|1|0|0|1.25|95|\n",
"|0.1|0.5|0|1|0|0|1.9|20|\n",
"|0.1|0.5|1|1|0|0|1.9|26|\n",
"|0.1|0.5|2|1|0|0|1.9|32|\n",
"|0.1|0.5|10|1|0|0|1.9|77|\n",
"|0.1|0.5|0|1|0|0|10.0|95|\n",
"|0.1|0.5|1|1|0|0|10.0|99|\n",
"|0.1|0.5|2|1|0|0|10.0|103|\n",
"|0.1|0.5|10|1|0|0|10.0|137|\n",
"|0.1|0.5|0|2|0|0|1.01|15|\n",
"|0.1|0.5|1|2|0|0|1.01|34|\n",
"|0.1|0.5|2|2|0|0|1.01|53|\n",
"|0.1|0.5|10|2|0|0|1.01|202|\n",
"|0.1|0.5|0|2|0|0|1.03905|16|\n",
"|0.1|0.5|1|2|0|0|1.03905|29|\n",
"|0.1|0.5|2|2|0|0|1.03905|43|\n",
"|0.1|0.5|10|2|0|0|1.03905|152|\n",
"|0.1|0.5|0|2|0|0|1.1|16|\n",
"|0.1|0.5|1|2|0|0|1.1|27|\n",
"|0.1|0.5|2|2|0|0|1.1|37|\n",
"|0.1|0.5|10|2|0|0|1.1|121|\n",
"|0.1|0.5|0|2|0|0|1.15|16|\n",
"|0.1|0.5|1|2|0|0|1.15|26|\n",
"|0.1|0.5|2|2|0|0|1.15|35|\n",
"|0.1|0.5|10|2|0|0|1.15|110|\n",
"|0.1|0.5|0|2|0|0|1.2|17|\n",
"|0.1|0.5|1|2|0|0|1.2|25|\n",
"|0.1|0.5|2|2|0|0|1.2|34|\n",
"|0.1|0.5|10|2|0|0|1.2|103|\n",
"|0.1|0.5|0|2|0|0|1.25|17|\n",
"|0.1|0.5|1|2|0|0|1.25|25|\n",
"|0.1|0.5|2|2|0|0|1.25|33|\n",
"|0.1|0.5|10|2|0|0|1.25|98|\n",
"|0.1|0.5|0|2|0|0|1.9|23|\n",
"|0.1|0.5|1|2|0|0|1.9|28|\n",
"|0.1|0.5|2|2|0|0|1.9|34|\n",
"|0.1|0.5|10|2|0|0|1.9|79|\n",
"|0.1|0.5|0|2|0|0|10.0|97|\n",
"|0.1|0.5|1|2|0|0|10.0|101|\n",
"|0.1|0.5|2|2|0|0|10.0|105|\n",
"|0.1|0.5|10|2|0|0|10.0|139|\n",
"|0.1|0.5|0|10|0|0|1.01|37|\n",
"|0.1|0.5|1|10|0|0|1.01|56|\n",
"|0.1|0.5|2|10|0|0|1.01|75|\n",
"|0.1|0.5|10|10|0|0|1.01|224|\n",
"|0.1|0.5|0|10|0|0|1.03905|37|\n",
"|0.1|0.5|1|10|0|0|1.03905|51|\n",
"|0.1|0.5|2|10|0|0|1.03905|65|\n",
"|0.1|0.5|10|10|0|0|1.03905|174|\n",
"|0.1|0.5|0|10|0|0|1.1|37|\n",
"|0.1|0.5|1|10|0|0|1.1|48|\n",
"|0.1|0.5|2|10|0|0|1.1|58|\n",
"|0.1|0.5|10|10|0|0|1.1|143|\n",
"|0.1|0.5|0|10|0|0|1.15|37|\n",
"|0.1|0.5|1|10|0|0|1.15|47|\n",
"|0.1|0.5|2|10|0|0|1.15|56|\n",
"|0.1|0.5|10|10|0|0|1.15|131|\n",
"|0.1|0.5|0|10|0|0|1.2|37|\n",
"|0.1|0.5|1|10|0|0|1.2|46|\n",
"|0.1|0.5|2|10|0|0|1.2|55|\n",
"|0.1|0.5|10|10|0|0|1.2|123|\n",
"|0.1|0.5|0|10|0|0|1.25|38|\n",
"|0.1|0.5|1|10|0|0|1.25|46|\n",
"|0.1|0.5|2|10|0|0|1.25|54|\n",
"|0.1|0.5|10|10|0|0|1.25|118|\n",
"|0.1|0.5|0|10|0|0|1.9|41|\n",
"|0.1|0.5|1|10|0|0|1.9|47|\n",
"|0.1|0.5|2|10|0|0|1.9|53|\n",
"|0.1|0.5|10|10|0|0|1.9|98|\n",
"|0.1|0.5|0|10|0|0|10.0|113|\n",
"|0.1|0.5|1|10|0|0|10.0|117|\n",
"|0.1|0.5|2|10|0|0|10.0|122|\n",
"|0.1|0.5|10|10|0|0|10.0|155|\n",
"|0.1|0.005|0|0|0|0|1.01|931|\n",
"|0.1|0.005|1|0|0|0|1.01|2795|\n",
"|0.1|0.005|2|0|0|0|1.01|4660|\n",
"|0.1|0.005|10|0|0|0|1.01|19576|\n",
"|0.1|0.005|0|0|0|0|1.03905|958|\n",
"|0.1|0.005|1|0|0|0|1.03905|2321|\n",
"|0.1|0.005|2|0|0|0|1.03905|3685|\n",
"|0.1|0.005|10|0|0|0|1.03905|14595|\n",
"|0.1|0.005|0|0|0|0|1.1|1014|\n",
"|0.1|0.005|1|0|0|0|1.1|2069|\n",
"|0.1|0.005|2|0|0|0|1.1|3124|\n",
"|0.1|0.005|10|0|0|0|1.1|11564|\n",
"|0.1|0.005|0|0|0|0|1.15|1060|\n",
"|0.1|0.005|1|0|0|0|1.15|1997|\n",
"|0.1|0.005|2|0|0|0|1.15|2934|\n",
"|0.1|0.005|10|0|0|0|1.15|10429|\n",
"|0.1|0.005|0|0|0|0|1.2|1106|\n",
"|0.1|0.005|1|0|0|0|1.2|1966|\n",
"|0.1|0.005|2|0|0|0|1.2|2826|\n",
"|0.1|0.005|10|0|0|0|1.2|9706|\n",
"|0.1|0.005|0|0|0|0|1.25|1152|\n",
"|0.1|0.005|1|0|0|0|1.25|1957|\n",
"|0.1|0.005|2|0|0|0|1.25|2761|\n",
"|0.1|0.005|10|0|0|0|1.25|9199|\n",
"|0.1|0.005|0|0|0|0|1.9|1750|\n",
"|0.1|0.005|1|0|0|0|1.9|2318|\n",
"|0.1|0.005|2|0|0|0|1.9|2886|\n",
"|0.1|0.005|10|0|0|0|1.9|7429|\n",
"|0.1|0.005|0|0|0|0|10.0|9211|\n",
"|0.1|0.005|1|0|0|0|10.0|9632|\n",
"|0.1|0.005|2|0|0|0|10.0|10054|\n",
"|0.1|0.005|10|0|0|0|10.0|13425|\n",
"|0.1|0.005|0|1|0|0|1.01|1207|\n",
"|0.1|0.005|1|1|0|0|1.01|3071|\n",
"|0.1|0.005|2|1|0|0|1.01|4936|\n",
"|0.1|0.005|10|1|0|0|1.01|19852|\n",
"|0.1|0.005|0|1|0|0|1.03905|1230|\n",
"|0.1|0.005|1|1|0|0|1.03905|2594|\n",
"|0.1|0.005|2|1|0|0|1.03905|3958|\n",
"|0.1|0.005|10|1|0|0|1.03905|14868|\n",
"|0.1|0.005|0|1|0|0|1.1|1280|\n",
"|0.1|0.005|1|1|0|0|1.1|2335|\n",
"|0.1|0.005|2|1|0|0|1.1|3390|\n",
"|0.1|0.005|10|1|0|0|1.1|11831|\n",
"|0.1|0.005|0|1|0|0|1.15|1322|\n",
"|0.1|0.005|1|1|0|0|1.15|2259|\n",
"|0.1|0.005|2|1|0|0|1.15|3196|\n",
"|0.1|0.005|10|1|0|0|1.15|10692|\n",
"|0.1|0.005|0|1|0|0|1.2|1364|\n",
"|0.1|0.005|1|1|0|0|1.2|2225|\n",
"|0.1|0.005|2|1|0|0|1.2|3085|\n",
"|0.1|0.005|10|1|0|0|1.2|9965|\n",
"|0.1|0.005|0|1|0|0|1.25|1407|\n",
"|0.1|0.005|1|1|0|0|1.25|2212|\n",
"|0.1|0.005|2|1|0|0|1.25|3017|\n",
"|0.1|0.005|10|1|0|0|1.25|9454|\n",
"|0.1|0.005|0|1|0|0|1.9|1983|\n",
"|0.1|0.005|1|1|0|0|1.9|2550|\n",
"|0.1|0.005|2|1|0|0|1.9|3118|\n",
"|0.1|0.005|10|1|0|0|1.9|7661|\n",
"|0.1|0.005|0|1|0|0|10.0|9416|\n",
"|0.1|0.005|1|1|0|0|10.0|9837|\n",
"|0.1|0.005|2|1|0|0|10.0|10259|\n",
"|0.1|0.005|10|1|0|0|10.0|13630|\n",
"|0.1|0.005|0|2|0|0|1.01|1483|\n",
"|0.1|0.005|1|2|0|0|1.01|3347|\n",
"|0.1|0.005|2|2|0|0|1.01|5212|\n",
"|0.1|0.005|10|2|0|0|1.01|20128|\n",
"|0.1|0.005|0|2|0|0|1.03905|1503|\n",
"|0.1|0.005|1|2|0|0|1.03905|2867|\n",
"|0.1|0.005|2|2|0|0|1.03905|4230|\n",
"|0.1|0.005|10|2|0|0|1.03905|15140|\n",
"|0.1|0.005|0|2|0|0|1.1|1547|\n",
"|0.1|0.005|1|2|0|0|1.1|2602|\n",
"|0.1|0.005|2|2|0|0|1.1|3657|\n",
"|0.1|0.005|10|2|0|0|1.1|12098|\n",
"|0.1|0.005|0|2|0|0|1.15|1585|\n",
"|0.1|0.005|1|2|0|0|1.15|2522|\n",
"|0.1|0.005|2|2|0|0|1.15|3459|\n",
"|0.1|0.005|10|2|0|0|1.15|10954|\n",
"|0.1|0.005|0|2|0|0|1.2|1623|\n",
"|0.1|0.005|1|2|0|0|1.2|2483|\n",
"|0.1|0.005|2|2|0|0|1.2|3343|\n",
"|0.1|0.005|10|2|0|0|1.2|10224|\n",
"|0.1|0.005|0|2|0|0|1.25|1663|\n",
"|0.1|0.005|1|2|0|0|1.25|2467|\n",
"|0.1|0.005|2|2|0|0|1.25|3272|\n",
"|0.1|0.005|10|2|0|0|1.25|9710|\n",
"|0.1|0.005|0|2|0|0|1.9|2215|\n",
"|0.1|0.005|1|2|0|0|1.9|2783|\n",
"|0.1|0.005|2|2|0|0|1.9|3350|\n",
"|0.1|0.005|10|2|0|0|1.9|7893|\n",
"|0.1|0.005|0|2|0|0|10.0|9621|\n",
"|0.1|0.005|1|2|0|0|10.0|10043|\n",
"|0.1|0.005|2|2|0|0|10.0|10464|\n",
"|0.1|0.005|10|2|0|0|10.0|13836|\n",
"|0.1|0.005|0|10|0|0|1.01|3691|\n",
"|0.1|0.005|1|10|0|0|1.01|5556|\n",
"|0.1|0.005|2|10|0|0|1.01|7420|\n",
"|0.1|0.005|10|10|0|0|1.01|22336|\n",
"|0.1|0.005|0|10|0|0|1.03905|3685|\n",
"|0.1|0.005|1|10|0|0|1.03905|5049|\n",
"|0.1|0.005|2|10|0|0|1.03905|6413|\n",
"|0.1|0.005|10|10|0|0|1.03905|17322|\n",
"|0.1|0.005|0|10|0|0|1.1|3681|\n",
"|0.1|0.005|1|10|0|0|1.1|4736|\n",
"|0.1|0.005|2|10|0|0|1.1|5791|\n",
"|0.1|0.005|10|10|0|0|1.1|14231|\n",
"|0.1|0.005|0|10|0|0|1.15|3684|\n",
"|0.1|0.005|1|10|0|0|1.15|4621|\n",
"|0.1|0.005|2|10|0|0|1.15|5558|\n",
"|0.1|0.005|10|10|0|0|1.15|13054|\n",
"|0.1|0.005|0|10|0|0|1.2|3693|\n",
"|0.1|0.005|1|10|0|0|1.2|4553|\n",
"|0.1|0.005|2|10|0|0|1.2|5413|\n",
"|0.1|0.005|10|10|0|0|1.2|12293|\n",
"|0.1|0.005|0|10|0|0|1.25|3706|\n",
"|0.1|0.005|1|10|0|0|1.25|4511|\n",
"|0.1|0.005|2|10|0|0|1.25|5315|\n",
"|0.1|0.005|10|10|0|0|1.25|11753|\n",
"|0.1|0.005|0|10|0|0|1.9|4071|\n",
"|0.1|0.005|1|10|0|0|1.9|4639|\n",
"|0.1|0.005|2|10|0|0|1.9|5207|\n",
"|0.1|0.005|10|10|0|0|1.9|9750|\n",
"|0.1|0.005|0|10|0|0|10.0|11263|\n",
"|0.1|0.005|1|10|0|0|10.0|11684|\n",
"|0.1|0.005|2|10|0|0|10.0|12105|\n",
"|0.1|0.005|10|10|0|0|10.0|15477|\n",
"|0.1|0.01|0|0|0|0|1.01|466|\n",
"|0.1|0.01|1|0|0|0|1.01|1398|\n",
"|0.1|0.01|2|0|0|0|1.01|2330|\n",
"|0.1|0.01|10|0|0|0|1.01|9788|\n",
"|0.1|0.01|0|0|0|0|1.03905|479|\n",
"|0.1|0.01|1|0|0|0|1.03905|1161|\n",
"|0.1|0.01|2|0|0|0|1.03905|1843|\n",
"|0.1|0.01|10|0|0|0|1.03905|7298|\n",
"|0.1|0.01|0|0|0|0|1.1|507|\n",
"|0.1|0.01|1|0|0|0|1.1|1035|\n",
"|0.1|0.01|2|0|0|0|1.1|1562|\n",
"|0.1|0.01|10|0|0|0|1.1|5782|\n",
"|0.1|0.01|0|0|0|0|1.15|530|\n",
"|0.1|0.01|1|0|0|0|1.15|999|\n",
"|0.1|0.01|2|0|0|0|1.15|1467|\n",
"|0.1|0.01|10|0|0|0|1.15|5215|\n",
"|0.1|0.01|0|0|0|0|1.2|553|\n",
"|0.1|0.01|1|0|0|0|1.2|983|\n",
"|0.1|0.01|2|0|0|0|1.2|1413|\n",
"|0.1|0.01|10|0|0|0|1.2|4853|\n",
"|0.1|0.01|0|0|0|0|1.25|576|\n",
"|0.1|0.01|1|0|0|0|1.25|979|\n",
"|0.1|0.01|2|0|0|0|1.25|1381|\n",
"|0.1|0.01|10|0|0|0|1.25|4600|\n",
"|0.1|0.01|0|0|0|0|1.9|875|\n",
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"|0.1|0.01|0|0|0|0|10.0|4606|\n",
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"|0.1|0.01|2|0|0|0|10.0|5027|\n",
"|0.1|0.01|10|0|0|0|10.0|6713|\n",
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"|0.1|0.01|10|1|0|0|1.1|5916|\n",
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"|0.1|0.01|1|1|0|0|1.15|1130|\n",
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"|0.1|0.01|0|1|0|0|1.2|682|\n",
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"|0.1|0.01|10|1|0|0|1.2|4983|\n",
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"|0.1|0.01|1|1|0|0|1.25|1106|\n",
"|0.1|0.01|2|1|0|0|1.25|1509|\n",
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"|0.1|0.01|0|1|0|0|10.0|4708|\n",
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"|0.1|0.01|2|1|0|0|10.0|5130|\n",
"|0.1|0.01|10|1|0|0|10.0|6815|\n",
"|0.1|0.01|0|2|0|0|1.01|742|\n",
"|0.1|0.01|1|2|0|0|1.01|1674|\n",
"|0.1|0.01|2|2|0|0|1.01|2606|\n",
"|0.1|0.01|10|2|0|0|1.01|10064|\n",
"|0.1|0.01|0|2|0|0|1.03905|752|\n",
"|0.1|0.01|1|2|0|0|1.03905|1434|\n",
"|0.1|0.01|2|2|0|0|1.03905|2115|\n",
"|0.1|0.01|10|2|0|0|1.03905|7570|\n",
"|0.1|0.01|0|2|0|0|1.1|774|\n",
"|0.1|0.01|1|2|0|0|1.1|1301|\n",
"|0.1|0.01|2|2|0|0|1.1|1829|\n",
"|0.1|0.01|10|2|0|0|1.1|6049|\n",
"|0.1|0.01|0|2|0|0|1.15|793|\n",
"|0.1|0.01|1|2|0|0|1.15|1261|\n",
"|0.1|0.01|2|2|0|0|1.15|1730|\n",
"|0.1|0.01|10|2|0|0|1.15|5477|\n",
"|0.1|0.01|0|2|0|0|1.2|812|\n",
"|0.1|0.01|1|2|0|0|1.2|1242|\n",
"|0.1|0.01|2|2|0|0|1.2|1672|\n",
"|0.1|0.01|10|2|0|0|1.2|5112|\n",
"|0.1|0.01|0|2|0|0|1.25|832|\n",
"|0.1|0.01|1|2|0|0|1.25|1234|\n",
"|0.1|0.01|2|2|0|0|1.25|1636|\n",
"|0.1|0.01|10|2|0|0|1.25|4855|\n",
"|0.1|0.01|0|2|0|0|1.9|1108|\n",
"|0.1|0.01|1|2|0|0|1.9|1392|\n",
"|0.1|0.01|2|2|0|0|1.9|1675|\n",
"|0.1|0.01|10|2|0|0|1.9|3947|\n",
"|0.1|0.01|0|2|0|0|10.0|4811|\n",
"|0.1|0.01|1|2|0|0|10.0|5022|\n",
"|0.1|0.01|2|2|0|0|10.0|5232|\n",
"|0.1|0.01|10|2|0|0|10.0|6918|\n",
"|0.1|0.01|0|10|0|0|1.01|1846|\n",
"|0.1|0.01|1|10|0|0|1.01|2778|\n",
"|0.1|0.01|2|10|0|0|1.01|3710|\n",
"|0.1|0.01|10|10|0|0|1.01|11168|\n",
"|0.1|0.01|0|10|0|0|1.03905|1843|\n",
"|0.1|0.01|1|10|0|0|1.03905|2525|\n",
"|0.1|0.01|2|10|0|0|1.03905|3207|\n",
"|0.1|0.01|10|10|0|0|1.03905|8661|\n",
"|0.1|0.01|0|10|0|0|1.1|1841|\n",
"|0.1|0.01|1|10|0|0|1.1|2368|\n",
"|0.1|0.01|2|10|0|0|1.1|2896|\n",
"|0.1|0.01|10|10|0|0|1.1|7116|\n",
"|0.1|0.01|0|10|0|0|1.15|1842|\n",
"|0.1|0.01|1|10|0|0|1.15|2311|\n",
"|0.1|0.01|2|10|0|0|1.15|2779|\n",
"|0.1|0.01|10|10|0|0|1.15|6527|\n",
"|0.1|0.01|0|10|0|0|1.2|1847|\n",
"|0.1|0.01|1|10|0|0|1.2|2277|\n",
"|0.1|0.01|2|10|0|0|1.2|2707|\n",
"|0.1|0.01|10|10|0|0|1.2|6147|\n",
"|0.1|0.01|0|10|0|0|1.25|1853|\n",
"|0.1|0.01|1|10|0|0|1.25|2256|\n",
"|0.1|0.01|2|10|0|0|1.25|2658|\n",
"|0.1|0.01|10|10|0|0|1.25|5877|\n",
"|0.1|0.01|0|10|0|0|1.9|2036|\n",
"|0.1|0.01|1|10|0|0|1.9|2320|\n",
"|0.1|0.01|2|10|0|0|1.9|2604|\n",
"|0.1|0.01|10|10|0|0|1.9|4875|\n",
"|0.1|0.01|0|10|0|0|10.0|5632|\n",
"|0.1|0.01|1|10|0|0|10.0|5842|\n",
"|0.1|0.01|2|10|0|0|10.0|6053|\n",
"|0.1|0.01|10|10|0|0|10.0|7739|\n",
"|0.2|0.02|0|0|0|0|1.01|163|\n",
"|0.2|0.02|1|0|0|0|1.01|629|\n",
"|0.2|0.02|2|0|0|0|1.01|1095|\n",
"|0.2|0.02|10|0|0|0|1.01|4824|\n",
"|0.2|0.02|0|0|0|0|1.03905|168|\n",
"|0.2|0.02|1|0|0|0|1.03905|509|\n",
"|0.2|0.02|2|0|0|0|1.03905|850|\n",
"|0.2|0.02|10|0|0|0|1.03905|3577|\n",
"|0.2|0.02|0|0|0|0|1.1|178|\n",
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"|0.2|0.02|2|0|0|0|1.1|705|\n",
"|0.2|0.02|10|0|0|0|1.1|2815|\n",
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"|0.2|0.02|1|0|0|0|10.0|1715|\n",
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"|0.2|0.02|10|1|0|0|1.01|4893|\n",
"|0.2|0.02|0|1|0|0|1.03905|236|\n",
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"|0.2|0.02|10|1|0|0|1.1|2882|\n",
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"|0.2|0.02|1|1|0|0|1.15|485|\n",
"|0.2|0.02|2|1|0|0|1.15|720|\n",
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"|0.2|0.02|1|1|0|0|1.2|473|\n",
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"|0.2|0.02|0|1|0|0|1.25|266|\n",
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"|0.2|0.02|10|2|0|0|1.01|4962|\n",
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"|0.2|0.02|2|2|0|0|1.2|753|\n",
"|0.2|0.02|10|2|0|0|1.2|2473|\n",
"|0.2|0.02|0|2|0|0|1.25|329|\n",
"|0.2|0.02|1|2|0|0|1.25|531|\n",
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"|0.2|0.02|10|2|0|0|1.9|1842|\n",
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"|0.2|0.02|10|10|0|0|1.01|5514|\n",
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"|0.2|0.02|1|10|0|0|1.1|1108|\n",
"|0.2|0.02|2|10|0|0|1.1|1372|\n",
"|0.2|0.02|10|10|0|0|1.1|3482|\n",
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"|0.2|0.02|1|10|0|0|1.15|1076|\n",
"|0.2|0.02|2|10|0|0|1.15|1310|\n",
"|0.2|0.02|10|10|0|0|1.15|3184|\n",
"|0.2|0.02|0|10|0|0|1.2|840|\n",
"|0.2|0.02|1|10|0|0|1.2|1055|\n",
"|0.2|0.02|2|10|0|0|1.2|1270|\n",
"|0.2|0.02|10|10|0|0|1.2|2991|\n",
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"|0.2|0.02|1|10|0|0|10.0|2228|\n",
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"|0.2|0.05|1|1|0|0|1.01|280|\n",
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"|0.2|0.05|2|1|0|0|1.9|260|\n",
"|0.2|0.05|10|1|0|0|1.9|714|\n",
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"|0.2|0.5|0|10|0|0|1.03905|34|\n",
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"|0.2|0.5|10|10|0|0|1.03905|171|\n",
"|0.2|0.5|0|10|0|0|1.1|34|\n",
"|0.2|0.5|1|10|0|0|1.1|45|\n",
"|0.2|0.5|2|10|0|0|1.1|55|\n",
"|0.2|0.5|10|10|0|0|1.1|140|\n",
"|0.2|0.5|0|10|0|0|1.15|34|\n",
"|0.2|0.5|1|10|0|0|1.15|44|\n",
"|0.2|0.5|2|10|0|0|1.15|53|\n",
"|0.2|0.5|10|10|0|0|1.15|128|\n",
"|0.2|0.5|0|10|0|0|1.2|34|\n",
"|0.2|0.5|1|10|0|0|1.2|43|\n",
"|0.2|0.5|2|10|0|0|1.2|51|\n",
"|0.2|0.5|10|10|0|0|1.2|120|\n",
"|0.2|0.5|0|10|0|0|1.25|34|\n",
"|0.2|0.5|1|10|0|0|1.25|42|\n",
"|0.2|0.5|2|10|0|0|1.25|50|\n",
"|0.2|0.5|10|10|0|0|1.25|115|\n",
"|0.2|0.5|0|10|0|0|1.9|36|\n",
"|0.2|0.5|1|10|0|0|1.9|42|\n",
"|0.2|0.5|2|10|0|0|1.9|47|\n",
"|0.2|0.5|10|10|0|0|1.9|93|\n",
"|0.2|0.5|0|10|0|0|10.0|85|\n",
"|0.2|0.5|1|10|0|0|10.0|90|\n",
"|0.2|0.5|2|10|0|0|10.0|94|\n",
"|0.2|0.5|10|10|0|0|10.0|128|\n",
"|0.2|0.005|0|0|0|0|1.01|651|\n",
"|0.2|0.005|1|0|0|0|1.01|2515|\n",
"|0.2|0.005|2|0|0|0|1.01|4380|\n",
"|0.2|0.005|10|0|0|0|1.01|19296|\n",
"|0.2|0.005|0|0|0|0|1.03905|669|\n",
"|0.2|0.005|1|0|0|0|1.03905|2033|\n",
"|0.2|0.005|2|0|0|0|1.03905|3397|\n",
"|0.2|0.005|10|0|0|0|1.03905|14307|\n",
"|0.2|0.005|0|0|0|0|1.1|709|\n",
"|0.2|0.005|1|0|0|0|1.1|1764|\n",
"|0.2|0.005|2|0|0|0|1.1|2819|\n",
"|0.2|0.005|10|0|0|0|1.1|11259|\n",
"|0.2|0.005|0|0|0|0|1.15|741|\n",
"|0.2|0.005|1|0|0|0|1.15|1678|\n",
"|0.2|0.005|2|0|0|0|1.15|2615|\n",
"|0.2|0.005|10|0|0|0|1.15|10110|\n",
"|0.2|0.005|0|0|0|0|1.2|773|\n",
"|0.2|0.005|1|0|0|0|1.2|1633|\n",
"|0.2|0.005|2|0|0|0|1.2|2493|\n",
"|0.2|0.005|10|0|0|0|1.2|9373|\n",
"|0.2|0.005|0|0|0|0|1.25|805|\n",
"|0.2|0.005|1|0|0|0|1.25|1610|\n",
"|0.2|0.005|2|0|0|0|1.25|2415|\n",
"|0.2|0.005|10|0|0|0|1.25|8852|\n",
"|0.2|0.005|0|0|0|0|1.9|1224|\n",
"|0.2|0.005|1|0|0|0|1.9|1792|\n",
"|0.2|0.005|2|0|0|0|1.9|2359|\n",
"|0.2|0.005|10|0|0|0|1.9|6903|\n",
"|0.2|0.005|0|0|0|0|10.0|6438|\n",
"|0.2|0.005|1|0|0|0|10.0|6860|\n",
"|0.2|0.005|2|0|0|0|10.0|7281|\n",
"|0.2|0.005|10|0|0|0|10.0|10653|\n",
"|0.2|0.005|0|1|0|0|1.01|927|\n",
"|0.2|0.005|1|1|0|0|1.01|2791|\n",
"|0.2|0.005|2|1|0|0|1.01|4656|\n",
"|0.2|0.005|10|1|0|0|1.01|19572|\n",
"|0.2|0.005|0|1|0|0|1.03905|942|\n",
"|0.2|0.005|1|1|0|0|1.03905|2306|\n",
"|0.2|0.005|2|1|0|0|1.03905|3670|\n",
"|0.2|0.005|10|1|0|0|1.03905|14580|\n",
"|0.2|0.005|0|1|0|0|1.1|975|\n",
"|0.2|0.005|1|1|0|0|1.1|2030|\n",
"|0.2|0.005|2|1|0|0|1.1|3086|\n",
"|0.2|0.005|10|1|0|0|1.1|11526|\n",
"|0.2|0.005|0|1|0|0|1.15|1003|\n",
"|0.2|0.005|1|1|0|0|1.15|1940|\n",
"|0.2|0.005|2|1|0|0|1.15|2877|\n",
"|0.2|0.005|10|1|0|0|1.15|10373|\n",
"|0.2|0.005|0|1|0|0|1.2|1032|\n",
"|0.2|0.005|1|1|0|0|1.2|1892|\n",
"|0.2|0.005|2|1|0|0|1.2|2752|\n",
"|0.2|0.005|10|1|0|0|1.2|9632|\n",
"|0.2|0.005|0|1|0|0|1.25|1061|\n",
"|0.2|0.005|1|1|0|0|1.25|1865|\n",
"|0.2|0.005|2|1|0|0|1.25|2670|\n",
"|0.2|0.005|10|1|0|0|1.25|9108|\n",
"|0.2|0.005|0|1|0|0|1.9|1456|\n",
"|0.2|0.005|1|1|0|0|1.9|2024|\n",
"|0.2|0.005|2|1|0|0|1.9|2592|\n",
"|0.2|0.005|10|1|0|0|1.9|7135|\n",
"|0.2|0.005|0|1|0|0|10.0|6643|\n",
"|0.2|0.005|1|1|0|0|10.0|7065|\n",
"|0.2|0.005|2|1|0|0|10.0|7486|\n",
"|0.2|0.005|10|1|0|0|10.0|10858|\n",
"|0.2|0.005|0|2|0|0|1.01|1203|\n",
"|0.2|0.005|1|2|0|0|1.01|3067|\n",
"|0.2|0.005|2|2|0|0|1.01|4932|\n",
"|0.2|0.005|10|2|0|0|1.01|19848|\n",
"|0.2|0.005|0|2|0|0|1.03905|1215|\n",
"|0.2|0.005|1|2|0|0|1.03905|2579|\n",
"|0.2|0.005|2|2|0|0|1.03905|3942|\n",
"|0.2|0.005|10|2|0|0|1.03905|14852|\n",
"|0.2|0.005|0|2|0|0|1.1|1242|\n",
"|0.2|0.005|1|2|0|0|1.1|2297|\n",
"|0.2|0.005|2|2|0|0|1.1|3352|\n",
"|0.2|0.005|10|2|0|0|1.1|11793|\n",
"|0.2|0.005|0|2|0|0|1.15|1266|\n",
"|0.2|0.005|1|2|0|0|1.15|2203|\n",
"|0.2|0.005|2|2|0|0|1.15|3140|\n",
"|0.2|0.005|10|2|0|0|1.15|10635|\n",
"|0.2|0.005|0|2|0|0|1.2|1290|\n",
"|0.2|0.005|1|2|0|0|1.2|2151|\n",
"|0.2|0.005|2|2|0|0|1.2|3011|\n",
"|0.2|0.005|10|2|0|0|1.2|9891|\n",
"|0.2|0.005|0|2|0|0|1.25|1316|\n",
"|0.2|0.005|1|2|0|0|1.25|2121|\n",
"|0.2|0.005|2|2|0|0|1.25|2925|\n",
"|0.2|0.005|10|2|0|0|1.25|9363|\n",
"|0.2|0.005|0|2|0|0|1.9|1688|\n",
"|0.2|0.005|1|2|0|0|1.9|2256|\n",
"|0.2|0.005|2|2|0|0|1.9|2824|\n",
"|0.2|0.005|10|2|0|0|1.9|7367|\n",
"|0.2|0.005|0|2|0|0|10.0|6849|\n",
"|0.2|0.005|1|2|0|0|10.0|7270|\n",
"|0.2|0.005|2|2|0|0|10.0|7691|\n",
"|0.2|0.005|10|2|0|0|10.0|11063|\n",
"|0.2|0.005|0|10|0|0|1.01|3411|\n",
"|0.2|0.005|1|10|0|0|1.01|5276|\n",
"|0.2|0.005|2|10|0|0|1.01|7140|\n",
"|0.2|0.005|10|10|0|0|1.01|22056|\n",
"|0.2|0.005|0|10|0|0|1.03905|3397|\n",
"|0.2|0.005|1|10|0|0|1.03905|4761|\n",
"|0.2|0.005|2|10|0|0|1.03905|6124|\n",
"|0.2|0.005|10|10|0|0|1.03905|17034|\n",
"|0.2|0.005|0|10|0|0|1.1|3376|\n",
"|0.2|0.005|1|10|0|0|1.1|4431|\n",
"|0.2|0.005|2|10|0|0|1.1|5486|\n",
"|0.2|0.005|10|10|0|0|1.1|13926|\n",
"|0.2|0.005|0|10|0|0|1.15|3365|\n",
"|0.2|0.005|1|10|0|0|1.15|4302|\n",
"|0.2|0.005|2|10|0|0|1.15|5239|\n",
"|0.2|0.005|10|10|0|0|1.15|12735|\n",
"|0.2|0.005|0|10|0|0|1.2|3360|\n",
"|0.2|0.005|1|10|0|0|1.2|4220|\n",
"|0.2|0.005|2|10|0|0|1.2|5080|\n",
"|0.2|0.005|10|10|0|0|1.2|11961|\n",
"|0.2|0.005|0|10|0|0|1.25|3359|\n",
"|0.2|0.005|1|10|0|0|1.25|4164|\n",
"|0.2|0.005|2|10|0|0|1.25|4969|\n",
"|0.2|0.005|10|10|0|0|1.25|11407|\n",
"|0.2|0.005|0|10|0|0|1.9|3545|\n",
"|0.2|0.005|1|10|0|0|1.9|4112|\n",
"|0.2|0.005|2|10|0|0|1.9|4680|\n",
"|0.2|0.005|10|10|0|0|1.9|9223|\n",
"|0.2|0.005|0|10|0|0|10.0|8490|\n",
"|0.2|0.005|1|10|0|0|10.0|8911|\n",
"|0.2|0.005|2|10|0|0|10.0|9333|\n",
"|0.2|0.005|10|10|0|0|10.0|12704|\n",
"|0.2|0.01|0|0|0|0|1.01|326|\n",
"|0.2|0.01|1|0|0|0|1.01|1258|\n",
"|0.2|0.01|2|0|0|0|1.01|2190|\n",
"|0.2|0.01|10|0|0|0|1.01|9648|\n",
"|0.2|0.01|0|0|0|0|1.03905|335|\n",
"|0.2|0.01|1|0|0|0|1.03905|1017|\n",
"|0.2|0.01|2|0|0|0|1.03905|1699|\n",
"|0.2|0.01|10|0|0|0|1.03905|7154|\n",
"|0.2|0.01|0|0|0|0|1.1|355|\n",
"|0.2|0.01|1|0|0|0|1.1|882|\n",
"|0.2|0.01|2|0|0|0|1.1|1410|\n",
"|0.2|0.01|10|0|0|0|1.1|5630|\n",
"|0.2|0.01|0|0|0|0|1.15|371|\n",
"|0.2|0.01|1|0|0|0|1.15|839|\n",
"|0.2|0.01|2|0|0|0|1.15|1308|\n",
"|0.2|0.01|10|0|0|0|1.15|5055|\n",
"|0.2|0.01|0|0|0|0|1.2|387|\n",
"|0.2|0.01|1|0|0|0|1.2|817|\n",
"|0.2|0.01|2|0|0|0|1.2|1247|\n",
"|0.2|0.01|10|0|0|0|1.2|4687|\n",
"|0.2|0.01|0|0|0|0|1.25|403|\n",
"|0.2|0.01|1|0|0|0|1.25|805|\n",
"|0.2|0.01|2|0|0|0|1.25|1208|\n",
"|0.2|0.01|10|0|0|0|1.25|4426|\n",
"|0.2|0.01|0|0|0|0|1.9|612|\n",
"|0.2|0.01|1|0|0|0|1.9|896|\n",
"|0.2|0.01|2|0|0|0|1.9|1180|\n",
"|0.2|0.01|10|0|0|0|1.9|3452|\n",
"|0.2|0.01|0|0|0|0|10.0|3219|\n",
"|0.2|0.01|1|0|0|0|10.0|3430|\n",
"|0.2|0.01|2|0|0|0|10.0|3641|\n",
"|0.2|0.01|10|0|0|0|10.0|5327|\n",
"|0.2|0.01|0|1|0|0|1.01|464|\n",
"|0.2|0.01|1|1|0|0|1.01|1396|\n",
"|0.2|0.01|2|1|0|0|1.01|2328|\n",
"|0.2|0.01|10|1|0|0|1.01|9786|\n",
"|0.2|0.01|0|1|0|0|1.03905|471|\n",
"|0.2|0.01|1|1|0|0|1.03905|1153|\n",
"|0.2|0.01|2|1|0|0|1.03905|1835|\n",
"|0.2|0.01|10|1|0|0|1.03905|7290|\n",
"|0.2|0.01|0|1|0|0|1.1|488|\n",
"|0.2|0.01|1|1|0|0|1.1|1015|\n",
"|0.2|0.01|2|1|0|0|1.1|1543|\n",
"|0.2|0.01|10|1|0|0|1.1|5763|\n",
"|0.2|0.01|0|1|0|0|1.15|502|\n",
"|0.2|0.01|1|1|0|0|1.15|970|\n",
"|0.2|0.01|2|1|0|0|1.15|1439|\n",
"|0.2|0.01|10|1|0|0|1.15|5187|\n",
"|0.2|0.01|0|1|0|0|1.2|516|\n",
"|0.2|0.01|1|1|0|0|1.2|946|\n",
"|0.2|0.01|2|1|0|0|1.2|1376|\n",
"|0.2|0.01|10|1|0|0|1.2|4816|\n",
"|0.2|0.01|0|1|0|0|1.25|531|\n",
"|0.2|0.01|1|1|0|0|1.25|933|\n",
"|0.2|0.01|2|1|0|0|1.25|1335|\n",
"|0.2|0.01|10|1|0|0|1.25|4554|\n",
"|0.2|0.01|0|1|0|0|1.9|728|\n",
"|0.2|0.01|1|1|0|0|1.9|1012|\n",
"|0.2|0.01|2|1|0|0|1.9|1296|\n",
"|0.2|0.01|10|1|0|0|1.9|3568|\n",
"|0.2|0.01|0|1|0|0|10.0|3322|\n",
"|0.2|0.01|1|1|0|0|10.0|3533|\n",
"|0.2|0.01|2|1|0|0|10.0|3743|\n",
"|0.2|0.01|10|1|0|0|10.0|5429|\n",
"|0.2|0.01|0|2|0|0|1.01|602|\n",
"|0.2|0.01|1|2|0|0|1.01|1534|\n",
"|0.2|0.01|2|2|0|0|1.01|2466|\n",
"|0.2|0.01|10|2|0|0|1.01|9924|\n",
"|0.2|0.01|0|2|0|0|1.03905|608|\n",
"|0.2|0.01|1|2|0|0|1.03905|1290|\n",
"|0.2|0.01|2|2|0|0|1.03905|1971|\n",
"|0.2|0.01|10|2|0|0|1.03905|7426|\n",
"|0.2|0.01|0|2|0|0|1.1|621|\n",
"|0.2|0.01|1|2|0|0|1.1|1149|\n",
"|0.2|0.01|2|2|0|0|1.1|1676|\n",
"|0.2|0.01|10|2|0|0|1.1|5897|\n",
"|0.2|0.01|0|2|0|0|1.15|633|\n",
"|0.2|0.01|1|2|0|0|1.15|1102|\n",
"|0.2|0.01|2|2|0|0|1.15|1570|\n",
"|0.2|0.01|10|2|0|0|1.15|5318|\n",
"|0.2|0.01|0|2|0|0|1.2|645|\n",
"|0.2|0.01|1|2|0|0|1.2|1076|\n",
"|0.2|0.01|2|2|0|0|1.2|1506|\n",
"|0.2|0.01|10|2|0|0|1.2|4946|\n",
"|0.2|0.01|0|2|0|0|1.25|658|\n",
"|0.2|0.01|1|2|0|0|1.25|1061|\n",
"|0.2|0.01|2|2|0|0|1.25|1463|\n",
"|0.2|0.01|10|2|0|0|1.25|4682|\n",
"|0.2|0.01|0|2|0|0|1.9|844|\n",
"|0.2|0.01|1|2|0|0|1.9|1128|\n",
"|0.2|0.01|2|2|0|0|1.9|1412|\n",
"|0.2|0.01|10|2|0|0|1.9|3684|\n",
"|0.2|0.01|0|2|0|0|10.0|3425|\n",
"|0.2|0.01|1|2|0|0|10.0|3635|\n",
"|0.2|0.01|2|2|0|0|10.0|3846|\n",
"|0.2|0.01|10|2|0|0|10.0|5532|\n",
"|0.2|0.01|0|10|0|0|1.01|1706|\n",
"|0.2|0.01|1|10|0|0|1.01|2638|\n",
"|0.2|0.01|2|10|0|0|1.01|3570|\n",
"|0.2|0.01|10|10|0|0|1.01|11028|\n",
"|0.2|0.01|0|10|0|0|1.03905|1699|\n",
"|0.2|0.01|1|10|0|0|1.03905|2381|\n",
"|0.2|0.01|2|10|0|0|1.03905|3062|\n",
"|0.2|0.01|10|10|0|0|1.03905|8517|\n",
"|0.2|0.01|0|10|0|0|1.1|1688|\n",
"|0.2|0.01|1|10|0|0|1.1|2216|\n",
"|0.2|0.01|2|10|0|0|1.1|2743|\n",
"|0.2|0.01|10|10|0|0|1.1|6963|\n",
"|0.2|0.01|0|10|0|0|1.15|1683|\n",
"|0.2|0.01|1|10|0|0|1.15|2151|\n",
"|0.2|0.01|2|10|0|0|1.15|2620|\n",
"|0.2|0.01|10|10|0|0|1.15|6368|\n",
"|0.2|0.01|0|10|0|0|1.2|1680|\n",
"|0.2|0.01|1|10|0|0|1.2|2110|\n",
"|0.2|0.01|2|10|0|0|1.2|2540|\n",
"|0.2|0.01|10|10|0|0|1.2|5981|\n",
"|0.2|0.01|0|10|0|0|1.25|1680|\n",
"|0.2|0.01|1|10|0|0|1.25|2082|\n",
"|0.2|0.01|2|10|0|0|1.25|2485|\n",
"|0.2|0.01|10|10|0|0|1.25|5704|\n",
"|0.2|0.01|0|10|0|0|1.9|1773|\n",
"|0.2|0.01|1|10|0|0|1.9|2056|\n",
"|0.2|0.01|2|10|0|0|1.9|2340|\n",
"|0.2|0.01|10|10|0|0|1.9|4612|\n",
"|0.2|0.01|0|10|0|0|10.0|4245|\n",
"|0.2|0.01|1|10|0|0|10.0|4456|\n",
"|0.2|0.01|2|10|0|0|10.0|4667|\n",
"|0.2|0.01|10|10|0|0|10.0|6352|\n"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# print nmin for a range of gamma and other values\n",
"o1 = o2 = u1 = u2 = 0\n",
"\n",
"#print(\" a, m, o2, o1, u1, u2, nmin, gamma\")\n",
"\n",
"table = \"|risk limit|margin|2-over|1-over|1-under|2-under|gamma|sample size|\\n\"\n",
"table += \"|---|---|\\n\"\n",
"\n",
"for a in [.05, .1, .2]:\n",
" for m in [.02, .05, .2, .5, .005, .01]:\n",
" for o1 in [0, 1, 2, 10]:\n",
" for gamma in [1.01, 1.03905, 1.1, 1.15, 1.2, 1.25, 1.9, 10.0]:\n",
" for o2 in [0, 1, 2, 10]:\n",
" nmin_size = nmin(a, gamma, m, o1, o2, u1, u2)\n",
" table += ('|{}' * 8 + '|\\n').format(a, m, o2, o1, u1, u2, gamma, int(nmin_size))\n",
" # print(a, m, o2, o1, u1, u2, nmin_size, gamma)\n",
" \n",
"printmd(table)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.15rc1"
},
"toc": {
"colors": {
"hover_highlight": "#DAA520",
"running_highlight": "#FF0000",
"selected_highlight": "#FFD700"
},
"moveMenuLeft": true,
"nav_menu": {
"height": "30px",
"width": "252px"
},
"navigate_menu": true,
"number_sections": true,
"sideBar": true,
"threshold": 4,
"toc_cell": false,
"toc_section_display": "block",
"toc_window_display": false,
"widenNotebook": false
}
},
"nbformat": 4,
"nbformat_minor": 1
}
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