Run
1851806

Run 1851806

Task 2071 (Supervised Classification) adult Uploaded 11-03-2017 by Jeroen van Hoof
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  • DeepForest.DeepForest NumPy_1.11.2. Python_3.5.2. run_task Sat_Mar_11_19.25.47_2017 SciPy_0.18.1. Sklearn_0.18.1.
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Flow

DeepForest.DeepForest(1)Automatically created sub-component.
DeepForest.DeepForest(1)_n_estimators300
DeepForest.DeepForest(1)_n_levels5
DeepForest.DeepForest(1)_n_splits3

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
0.913
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8537
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5876
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21211.2605
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1965
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8525
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8581
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8581
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5396
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.313
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7337
Cross-validation details (10-fold Crossvalidation)