Run
508792

Run 508792

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

classif.OneR(4)Learner classif.OneR from package(s) RWeka.
classif.OneR(4)_seed1
classif.OneR(4)_kindMersenne-Twister
classif.OneR(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
0.414
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1872
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.1695
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.8368
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3122
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
0.1707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2195
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.2195
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.087
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5587
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4778
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.348
UserCPU time millis testing
0.517
UserCPU time millis training
0.831