Run
510943

Run 510943

Task 9947 (Supervised Classification) heart-long-beach Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnTrain(3)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(3)_outputsoftmax
classif.nnTrain(3)_seed1
classif.nnTrain(3)_kindMersenne-Twister
classif.nnTrain(3)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.498
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1915
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.004
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.1919
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3075
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3497
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1831
Cross-validation details (10-fold Crossvalidation)
Recall
0.265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5422
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3835
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.116
UserCPU time millis testing
0.019
UserCPU time millis training
0.097