thekingofkings chicago-crime issues

thekingofkings / chicago-crime

Crime correlation anaysis

MIT License

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issues

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Use crime prediction model on the average house price prediction method

#32 thekingofkings closed 7 years ago
2
Use the crime prediction technique for another task -- predict average income

#31 thekingofkings closed 7 years ago
3
Taxi flow embedding node ID is not sorted

#30 thekingofkings closed 7 years ago
1
The self-flow in taxi flow are removed when generating embedding

#29 thekingofkings closed 7 years ago
2
Validate the effectiveness of graph embedding result

#28 thekingofkings opened 7 years ago
3
Taxi flow feature as an independent view to predict crime

#27 thekingofkings closed 7 years ago
5
Estimation error explodes when not normalizing traffic flow matrix for certain crime categories

#26 thekingofkings opened 7 years ago
0
Figure out the setting of KDD submission

#25 thekingofkings closed 7 years ago
2
Compare GWNBR with NB, some settings have worse results

#24 thekingofkings closed 7 years ago
1
Significance test on other normalization method

#23 thekingofkings opened 7 years ago
0
Print information in parallel R for loop %dopar%

#22 thekingofkings opened 7 years ago
0
pvalue-evaluation has NaN number for taxi flow

#21 thekingofkings closed 7 years ago
1
The feature significance is not consistent comparing NB with GWNBR

#20 thekingofkings opened 7 years ago
4
Explain some features are not working for certain crime categories

#19 thekingofkings opened 7 years ago
0
Explore the properties of various crime categories

#18 thekingofkings closed 7 years ago
1
My own python implemetation **NegBin** class does not work.

#17 thekingofkings opened 7 years ago
3
Use python statsmodel to replace R in the inference pipeline

#16 thekingofkings closed 7 years ago
1
Add self-flow as a predictor in the NB model

#15 thekingofkings closed 8 years ago
0
web server returns same results for different years

#14 thekingofkings closed 8 years ago
2
build web site for evaluating various lags

#13 thekingofkings closed 8 years ago
0
how to permute lag-based variables

#12 thekingofkings closed 8 years ago
0
R evaluation - significance of lag variable

#11 thekingofkings closed 8 years ago
0
Train and evaluate a Dynamic Coefficient Model

#10 thekingofkings closed 8 years ago
2
Further improvement on the model (for Corina's submission)

#9 thekingofkings closed 8 years ago
1
The correct social flow normalization by source

#8 thekingofkings closed 8 years ago
3
NB model in R is slow

#7 thekingofkings closed 8 years ago
1
Motivation for Dynamic coefficient model

#6 thekingofkings closed 8 years ago
4
fix the exposure

#5 thekingofkings closed 8 years ago
0
exposure or not + population density log or not

#4 thekingofkings closed 8 years ago
0
spatial matrix calculation in R

#3 thekingofkings closed 8 years ago
1
The social flow (LEHD) matrix *transpose*

#2 thekingofkings closed 8 years ago
3
Use taxi flow instead of LEHD flow to replicate significance test experiments

#1 thekingofkings closed 8 years ago
0

thekingofkings / chicago-crime

issues

Use crime prediction model on the average house price prediction method

Use the crime prediction technique for another task -- predict average income

Taxi flow embedding node ID is not sorted

The self-flow in taxi flow are removed when generating embedding

Validate the effectiveness of graph embedding result

Taxi flow feature as an independent view to predict crime

Estimation error explodes when not normalizing traffic flow matrix for certain crime categories

Figure out the setting of KDD submission

Compare GWNBR with NB, some settings have worse results

Significance test on other normalization method

Print information in parallel R for loop %dopar%

pvalue-evaluation has NaN number for taxi flow

The feature significance is not consistent comparing NB with GWNBR

Explain some features are not working for certain crime categories

Explore the properties of various crime categories

My own python implemetation NegBin class does not work.

Use python statsmodel to replace R in the inference pipeline

Add self-flow as a predictor in the NB model

web server returns same results for different years

build web site for evaluating various lags

how to permute lag-based variables

R evaluation - significance of lag variable

Train and evaluate a Dynamic Coefficient Model

Further improvement on the model (for Corina's submission)

The correct social flow normalization by source

NB model in R is slow

Motivation for Dynamic coefficient model

fix the exposure

exposure or not + population density log or not

spatial matrix calculation in R

The social flow (LEHD) matrix transpose

Use taxi flow instead of LEHD flow to replicate significance test experiments