Run
519622

Run 519622

Task 36 (Supervised Classification) segment Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.OneR(6)Learner classif.OneR from package(s) RWeka.
classif.OneR(6)_seed1
classif.OneR(6)_kindMersenne-Twister
classif.OneR(6)_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
0.7904
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6307
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5808
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1414.2492
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1027
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6407
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.6407
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4192
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3204
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9156
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.204
UserCPU time millis testing
0.371
UserCPU time millis training
0.833