Run
510972

Run 510972

Task 10 (Supervised Classification) lymph 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
0.7761
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7462
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5308
Cross-validation details (10-fold Crossvalidation)
KB relative information score
71.4746
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.125
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7473
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3536
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9714
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.789
UserCPU time millis testing
1.254
UserCPU time millis training
1.535