Run
179320

Run 179320

Task 3043 (Supervised Classification) sick Uploaded 24-02-2015 by Paula Branco
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Flow

R.3.1.2.classif.nnet(1)The performanceEstimation standardWF using nnet as the learner
R.3.1.2.classif.nnet(1)_size2
R.3.1.2.classif.nnet(1)_decay5e-04
R.3.1.2.classif.nnet(1)_maxit200

Result files

Description

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

Predictions

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

17 Evaluation measures

Area under ROC curve
0.9729
Per class
Cross-validation details (33% Holdout set)
F measure
0.9787
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8171
Cross-validation details (33% Holdout set)
KB relative information score
1000.0939
Cross-validation details (33% Holdout set)
Mean absolute error
0.021
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.1193
Cross-validation details (33% Holdout set)
Number of instances
1244
Per class
Cross-validation details (33% Holdout set)
Precision
0.9795
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9799
Cross-validation details (33% Holdout set)
Prior entropy
0.3333
Cross-validation details (33% Holdout set)
Recall
0.9799
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1762
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.2482
Cross-validation details (33% Holdout set)
Root mean squared error
0.1146
Cross-validation details (33% Holdout set)
Root relative squared error
0.4616
Cross-validation details (33% Holdout set)