Run
508784

Run 508784

Task 9948 (Supervised Classification) heart-switzerland Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(5)Learner classif.multinom from package(s) nnet.
classif.multinom(5)_seed1
classif.multinom(5)_kindMersenne-Twister
classif.multinom(5)_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
0.552
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3607
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1012
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21.0259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2504
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3507
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.374
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.374
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8719
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5004
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3235
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.331
UserCPU time millis testing
0.052
UserCPU time millis training
0.279