Classifier performance on the 50K data set

[goldbergtatyana]

What is your feature set, classifier and the performance on the 50K data set?

[goldbergtatyana]

@MatthiasBaur status?

[MatthiasBaur]

Status inc tonight.

[sacdallago]

😴 zombie issue

[bensLine]

true, running only attribute selection on the 50k file with 208 features in total takes already forever -_- feature set looks like this (there are 151 co-occurance features):

• pokemonId numeric
• latitude numeric
• longitude numeric
• appearedLocalTime string
• _id string
• cellId_90m numeric
• cellId_180m numeric
• cellId_370m numeric
• cellId_730m numeric
• cellId_1460m numeric
• cellId_2920m numeric
• cellId_5850m numeric
• appearedTimeOfDay {night, evening, afternoon, morning}
• appearedHour numeric
• appearedMinute numeric
• appearedDayOfWeek {dummy_day, Sunday, Saturday}
• appearedDay numeric
• appearedMonth numeric
• appearedYear numeric
• terrainType numeric
• closeToWater {false, true}
• city {Mexico_City, New_York, Los_Angeles, Perth,....}
• continent {America, Australia, Europe, Asia, America/Indiana, Pacific, America/Argentina, Africa}
• weather {Foggy, Clear, PartlyCloudy, MostlyCloudy, Overcast, Rain, .....}
• temperature numeric
• windSpeed numeric
• windBearing numeric
• pressure numeric
• weatherIcon {fog, clear-night, partly-cloudy-night, partly-cloudy-day, cloudy, clear-day, rain, wind}
• sunriseMinutesMidnight numeric
• sunriseHour numeric
• sunriseMinute numeric
• sunriseMinutesSince numeric
• sunsetMinutesMidnight numeric
• sunsetHour numeric
• sunsetMinute numeric
• sunsetMinutesBefore numeric
• population_density numeric
• urban {true, false}
• suburban {true, false}
• midurban {true, false}
• rural {false, true}
• gymDistanceKm numeric
• gymIn100m {true, false}
• gymIn250m {true, false}
• gymIn500m {true, false}
• gymIn1000m {true, false}
• gymIn2500m {true, false}
• gymIn5000m {true, false}
• pokestopDistanceKm numeric
• pokestopIn100m {true, false}
• pokestopIn250m {true, false}
• pokestopIn500m {true, false}
• pokestopIn1000m {true, false}
• pokestopIn2500m {true, false}
• pokestopIn5000m {true, false}
• co-occurance_1 ... 151 {false, true}

Results about the performance will follow with more details

[goldbergtatyana]

hm, feature selection is usually a really quick matter. it would be much helpful debugging your issues if you would provide your input file and the parameters you use for the tools.

[MatthiasBaur]

Performance was tested mainly on the 10k set. I will reference the results shortly.

[MatthiasBaur]

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