Run
520742

Run 520742

Task 9979 (Supervised Classification) cardiotocography Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.bdk(4)Learner classif.bdk from package(s) kohonen.
classif.bdk(4)_seed1
classif.bdk(4)_kindMersenne-Twister
classif.bdk(4)_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
0.553
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2456
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1062
Cross-validation details (10-fold Crossvalidation)
KB relative information score
339.9391
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1512
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1679
Cross-validation details (10-fold Crossvalidation)
Number of instances
2126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.252
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2441
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9174
Cross-validation details (10-fold Crossvalidation)
Recall
0.2441
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3888
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.342
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.351
UserCPU time millis testing
0.105
UserCPU time millis training
10.246