Run
520130

Run 520130

Task 3817 (Supervised Classification) spectrometer Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.PART(6)Learner classif.PART from package(s) RWeka.
classif.PART(6)_seed1
classif.PART(6)_kindMersenne-Twister
classif.PART(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
0.8842
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9518
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7445
Cross-validation details (10-fold Crossvalidation)
KB relative information score
343.0629
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.049
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1869
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9528
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.951
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4849
Cross-validation details (10-fold Crossvalidation)
Recall
0.951
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.262
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2213
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7262
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.408
UserCPU time millis testing
1.194
UserCPU time millis training
2.214