Run
512024

Run 512024

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

classif.ksvm(4)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(4)_fitFALSE
classif.ksvm(4)_seed1
classif.ksvm(4)_kindMersenne-Twister
classif.ksvm(4)_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
0.8208
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8253
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6454
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.2933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1741
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
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8259
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3525
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8396
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.373
UserCPU time millis testing
0.072
UserCPU time millis training
0.301