---
# System prepended metadata

title: 03-30 Meeting

---

# 03-30 Meeting
## Positive accuracy
![](https://i.imgur.com/w27oWSX.png)

Negative sample size加到100


## All train data accuracy
### Pos跟Neg 1比200
![](https://i.imgur.com/4yFEdTE.png)

跟positive id很接近的negative sample id
![](https://i.imgur.com/p9tUU3L.png)
Loss
Overall accuracy
Positive accuracy

![](https://i.imgur.com/DsfttCt.png)

### 2018 AAAI
![](https://i.imgur.com/7Nd6lso.png)

## 減少train的資料
只使用到2015 AAAI前當train搭配100個negative sample
train 50 epoch花了6小時
![](https://i.imgur.com/xTUx6zG.png)

![](https://i.imgur.com/6RSJ85i.png)

![](https://i.imgur.com/UPcg2xa.png)

Test 2015 AAAI
Recall/ Hit變高
![](https://i.imgur.com/ceQTRyD.png)

