Table 1 A description of Investor Features used in the prediction model
From: Exploring investor-business-market interplay for business success prediction
Feature names | Description | Type of feature | Dimension size afterencoding |
|---|---|---|---|
Investor name | Name of the investor in the company | Categorical | one hot encoded- 14 dimensions |
Raised amount $USD | Amount raised by investors into the company in USD | Numerical | 1-D |
Raised amount $m | Amount raised by investors into the company in millions | Numerical | 1-D |
Raised amount $b | Amount raised by investors into the company in billions | Numerical | 1-D |
Raised amount $k | Amount raised by investors into the company in thousands | Numerical | 1-D |
Number of investors | Total No. of investors in the company | Numerical | 1-D |
Funding round type | Type of funding received by the company (seed, angel, VC ...) | Categorical | one hot encoded - 13 dimensions |
Funding round code | Funding Codes defines the code of the funding received by the company (A,B,C ...) | Categorical | one hot encoded - 6 dimensions |
Percentage of success rate by company | Success rate calculated by total number of companies invested by the investor(using business target(1)) | Numerical | 1-D |
Percentage of failure rate | Failure rate calculated by total number of companies invested by the investor(using business target(0)) | Numerical | 1-D |
Sum of successful raised amount | Total sum of amount raised by investors based on success | Numerical | 1-D |
Sum of failed raised amount | Total sum of amount raised by investors based on failure | Numerical | 1-D |
Total raised amount | Total sum of amount raised by investors including failed and successful companies | Numerical | 1-D |
Average funding received | Calculated the average amount of funding received by each investor to the company | Numerical | 1-D |
No. of successful companies | Count of successful companies by each investor | Numerical | 1-D |
No. of failed companies | Count of failed companies by each investor | Numerical | 1-D |
Funded at year | Year at which the company received it’s funding by investor | Numerical | 1-D |
Funded at month | Month at which the company received it’s funding by investor | Numerical | 1-D |
Funded at day | Day at which the company received it’s funding by investor | Numerical | 1-D |