Myna

Android 平台情景感知框架

GitHub license

Myna 项目中包含一个测试 Demo 工程:demo-myna, 将该工程和 Myna 项目本身导入到 Android Studio 中,就可以开始调试了。

Myna 提供了两套接口:

更新 2017-07-12

Myna 使用随机森林分类算法的一种开源实现--Dice 进行的实时用户行为识别:

当使用 XGBoost 进行分类时。模型的 metrics 为:

Precision 0.909969288145
Recall 0.908256880734
f1_score 0.90816711949
confusion_matrix
[[ 93   0   1   0   0   0]
 [  0 115   1   1   1   0]
 [  0   0 102   3   5   0]
 [  3   0   9  84   6   2]
 [  2   0   7  11  85   1]
 [  0   0   4   3   0 115]]
predicting, classification error=0.091743

Confusion matrix:

ROC:

集成文档

快速集成文档

Roadmap

2017 年

License

开源协议: Apache 2.0

Copyright 2016 TalkingData

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

  http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.