Run
520131

Run 520131

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

classif.probit(5)Learner classif.probit from package(s) stats.
classif.probit(5)_seed1
classif.probit(5)_kindMersenne-Twister
classif.probit(5)_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
0.7608
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4343
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.6399
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1262
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
0.8987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6752
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1657
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.37
UserCPU time millis testing
0.113
UserCPU time millis training
3.257