Run
520758

Run 520758

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

classif.multinom(6)Learner classif.multinom from package(s) nnet.
classif.multinom(6)_seed1
classif.multinom(6)_kindMersenne-Twister
classif.multinom(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
0.9732
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9519
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9424
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1999.3625
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0097
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
0.953
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9174
Cross-validation details (10-fold Crossvalidation)
Recall
0.9516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0577
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0984
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3398
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
16.59
UserCPU time millis testing
0.054
UserCPU time millis training
16.536