Run
9203695

Run 9203695

Task 168306 (Supervised Classification) ML2017-challenge-2 Uploaded 15-06-2018 by Samuel Doe
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Flow

assignment6.SamuelsTurboClassifier3000.SamuelsTurboClassifier3000(1)Automatically created scikit-learn flow.

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.5001 ± 0.0002
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0002 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10781.5508 ± 1.353
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1684 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8316 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8316 ± 0.0001
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6012 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4104 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0965 ± 0.0003
Cross-validation details (10-fold Crossvalidation)