Run
512417

Run 512417

Task 9894 (Supervised Classification) heart-h Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(1)Learner classif.mda from package(s) !mda.
classif.mda(1)_keep.fittedFALSE
classif.mda(1)_start.methodlvq
classif.mda(1)_seed1
classif.mda(1)_kindMersenne-Twister
classif.mda(1)_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
0.6887
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6261
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.324
Cross-validation details (10-fold Crossvalidation)
KB relative information score
91.0621
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1374
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6105
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6565
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6565
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6136
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3707
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1118
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.593
UserCPU time millis testing
0.097
UserCPU time millis training
1.496