Run
520761

Run 520761

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

classif.OneR(6)Learner classif.OneR from package(s) RWeka.
classif.OneR(6)_seed1
classif.OneR(6)_kindMersenne-Twister
classif.OneR(6)_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
0.6691
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4185
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.339
Cross-validation details (10-fold Crossvalidation)
KB relative information score
748.4248
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.106
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
0.3958
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4699
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9174
Cross-validation details (10-fold Crossvalidation)
Recall
0.4699
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6313
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3256
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1239
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.828
UserCPU time millis testing
0.64
UserCPU time millis training
1.188