Run
512007

Run 512007

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

classif.avNNet(5)Learner classif.avNNet from package(s) nnet.
classif.avNNet(5)_size3
classif.avNNet(5)_seed1
classif.avNNet(5)_kindMersenne-Twister
classif.avNNet(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
0.68
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6871
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.375
Cross-validation details (10-fold Crossvalidation)
KB relative information score
107.1199
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2963
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
0.7217
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5999
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0954
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.101
UserCPU time millis testing
0.246
UserCPU time millis training
0.855