Generate Key Plots and Statistics Needed to Judge Model Effectiveness

Topic: Evaluate

Objective: to generate key plots and statistics needed to judge a model's effectiveness

• Lift Chart

• Predicted vs Actual

• Number of Bins (10)

• Data Source: Validation, Cross-Validation, or Hold-out

• Sort bins low to high

• Y_label: Average target value

• X_label: Bins based on predicted value

• ROC Curve

• ROC Curve Chart

• X_label: False Positive Rate (Fallout)

• Y_label: True Positive Rate (Sensitivity)

• Ideal cut point should be shown

• AUC statistic should be shown on chart

• KS statistic should be shown on chart

• Prediction Distribution (should be for both Density and Distribution)

• Y_label: Probability Density

• X_label: Provability of Event (range: 0.0 – 1.0)

• Ideal threshold marked (range: 0.0 – 1.0)

• Y_label: Probability Frequency

• X_label: Provability of Event (range: 0.0 – 1.0)

• Ideal threshold marked (range: 0.0 – 1.0)

• Statistics

• F1 Score

• True Positive Rate (Sensitivity)

• False Positive Rate (Fallout)

• True Negative Rate (Specificity)

• Positive Predictive Value (Precision)

• Negative Predictive Value

• Accuracy

• Matthew’s Correlation Coefficient

• Confusion Matrix

• Chart of Actual against Predicted

• Actual should be on left side of quadrant

• Predicted should be on top

I will send images to help make the above more clear.

Evner: Python, Statistisk analyse, Statistikker

Se mere: php generate key words webpage, php register generate key, script linux generate key license, calibration plot logistic regression, calibration plot statistics, discrimination slope, discrimination and calibration definition, calibration in the large, assessing the performance of prediction models, calibration prediction model, how to choose the best regression model, drupal ubercart generate key, generate image php statistics, generate key alphanumeric, free card needed gay model signup, games webapi generate key, generate preliminary descriptive statistics stata, php generate key, generate key vaults, statistics needed

Om arbejdsgiveren:
( 24 bedømmelser ) Franklin, United States

Projekt ID: #17559089

Tildelt til:


I have experience in working with python and machine learning libraries. I am confident that I can get it done.

$25 USD på 1 dag
(2 bedømmelser)

6 freelancere byder i gennemsnit $24 på dette job


As an: 1- engineer in statistics and applied economic 2- specialized technician in Microsoft Office (graduated from Microsoft: Diploma MOS), I am available, able and ready to do this type of work in the best condit Flere

$30 USD in 2 dage
(9 bedømmelser)

Hi, Thank you for giving me a chance to bid on your project. i am a serious bidder here and i have already worked on a similar project before and can deliver as u have mentioned I have got Rich experience in Jooml Flere

$21 USD in 7 dage
(0 bedømmelser)

I am a data scientist by profession and have more than 4 years of experience in applications of machine learning. I can fulfill your requirements of creating plots and calculating the required statistics

$25 USD på 1 dag
(20 bedømmelser)
$10 USD in 10 dage
(0 bedømmelser)

PhD in statistics.

$30 USD på 1 dag
(12 bedømmelser)