Run
523019

Run 523019

Task 6 (Supervised Classification) letter Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(3)Learner classif.mda from package(s) !mda.
classif.mda(3)_keep.fittedFALSE
classif.mda(3)_start.methodlvq
classif.mda(3)_seed1
classif.mda(3)_kindMersenne-Twister
classif.mda(3)_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
0.8756
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7621
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7512
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15152.9331
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0184
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7672
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7608
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7608
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1357
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7054
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
476.634
UserCPU time millis testing
2.168
UserCPU time millis training
474.466