Run
512057

Run 512057

Task 52 (Supervised Classification) heart-statlog Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.xyf(2)Learner classif.xyf from package(s) kohonen.
classif.xyf(2)_seed1
classif.xyf(2)_kindMersenne-Twister
classif.xyf(2)_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
0.6075
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6137
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2161
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.2666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3852
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6131
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6148
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.6148
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7799
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.249
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.72
UserCPU time millis testing
0.048
UserCPU time millis training
0.672