Run
511793

Run 511793

Task 3911 (Supervised Classification) ar4 Uploaded 28-01-2016 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
0.629
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2855
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.4621
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1963
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3076
Cross-validation details (10-fold Crossvalidation)
Number of instances
107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7854
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.707
Cross-validation details (10-fold Crossvalidation)
Recall
0.8037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6381
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3899
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.443
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1363
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.207
UserCPU time millis testing
0.948
UserCPU time millis training
1.259